Best Results per HOG Configuration

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	hog_config	cell_size	grdt_sigma	num_bins	epsilon	gamma	n_samples	n_clusters_reference	n_clusters_predicted	adjusted_rand_index	normalized_mutual_info	adjusted_mutual_info	fowlkes_mallows_index	homogeneity	completeness	v_measure	purity	inverse_purity	f1_score	accuracy_optimal_match
281	hog_24_16_5	24	5	16	0.0010	1.5	11873	2098	5362	0.565097	0.883348	0.646232	0.568627	0.936377	0.836003	0.883348	0.868273	0.601028	0.566590	0.556978
183	hog_24_8_5	24	5	8	0.0005	1.5	11873	2098	5804	0.551486	0.879609	0.620426	0.557397	0.941891	0.825052	0.879609	0.879474	0.570454	0.552956	0.532721
427	hog_32_8_5	32	5	8	1.0000	1.0	11873	2098	6796	0.490933	0.865582	0.542857	0.495433	0.943545	0.799519	0.865582	0.894298	0.497936	0.492639	0.467868
519	hog_32_16_5	32	5	16	1.0000	1.5	11873	2098	6709	0.487518	0.866824	0.550425	0.491826	0.943254	0.801852	0.866824	0.893961	0.505854	0.489243	0.475617
96	hog_16_16_5	16	5	16	0.0005	10.0	11873	2098	1866	0.363235	0.834630	0.646831	0.375839	0.795693	0.877573	0.834630	0.606334	0.789017	0.366161	0.548724
5	hog_16_8_5	16	5	8	0.0005	10.0	11873	2098	1838	0.360209	0.831847	0.643382	0.373215	0.791099	0.877021	0.831847	0.597827	0.789017	0.363161	0.542744

Table shape: 6 rows × 20 columns

n_samples (gamma × epsilon) - hog_16_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
1.5	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
2.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
2.5	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
5.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
10.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
50.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0

Table shape: 7 rows × 13 columns

n_clusters_reference (gamma × epsilon) - hog_16_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
1.5	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
2.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
2.5	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
5.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
10.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
50.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0

Table shape: 7 rows × 13 columns

n_clusters_predicted (gamma × epsilon) - hog_16_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	1436.0	1322.0	1204.0	1053.0	950.0	832.0	740.0	638.0	478.0	407.0	226.0	110.0	63.0
1.5	1445.0	1331.0	1212.0	1060.0	960.0	841.0	752.0	655.0	483.0	409.0	230.0	116.0	67.0
2.0	1452.0	1338.0	1218.0	1063.0	966.0	851.0	758.0	661.0	495.0	419.0	237.0	121.0	70.0
2.5	1455.0	1349.0	1228.0	1073.0	970.0	853.0	760.0	669.0	502.0	428.0	240.0	127.0	74.0
5.0	1771.0	1654.0	1530.0	1327.0	1092.0	880.0	783.0	690.0	526.0	450.0	263.0	151.0	114.0
10.0	1838.0	1727.0	1612.0	1454.0	1364.0	1257.0	1159.0	1075.0	931.0	863.0	742.0	634.0	449.0
50.0	2692.0	2623.0	2570.0	2486.0	2453.0	2413.0	2393.0	2388.0	2426.0	2423.0	2607.0	2813.0	3076.0

Table shape: 7 rows × 13 columns

adjusted_rand_index (gamma × epsilon) - hog_16_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.272190	0.257013	0.243027	0.213481	0.194624	0.179707	0.160776	0.143379	0.121308	0.114659	0.077877	0.067278	0.050644
1.5	0.297772	0.280395	0.271837	0.241613	0.225675	0.213500	0.191424	0.175959	0.133225	0.126942	0.084833	0.076216	0.067897
2.0	0.298265	0.291722	0.279523	0.257668	0.248270	0.254161	0.218867	0.206488	0.160992	0.144838	0.108604	0.091985	0.078964
2.5	0.351091	0.323056	0.323097	0.300819	0.264606	0.264342	0.245008	0.226037	0.188830	0.159939	0.121923	0.104521	0.085746
5.0	0.298064	0.286014	0.273444	0.262425	0.261936	0.299021	0.280567	0.270252	0.245921	0.231853	0.178131	0.151560	0.139171
10.0	0.360209	0.350881	0.332386	0.308629	0.300558	0.282371	0.274037	0.256649	0.239703	0.218303	0.191726	0.178798	0.204691
50.0	0.346251	0.339954	0.335875	0.326592	0.325040	0.316277	0.309958	0.311226	0.298181	0.289701	0.262133	0.243625	0.232092

Table shape: 7 rows × 13 columns

normalized_mutual_info (gamma × epsilon) - hog_16_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.800541	0.788952	0.775279	0.755171	0.735603	0.717163	0.696538	0.670717	0.632588	0.617834	0.548447	0.502389	0.463291
1.5	0.808713	0.797793	0.785123	0.764812	0.749951	0.733244	0.714530	0.696064	0.644854	0.629933	0.562367	0.528598	0.497982
2.0	0.811084	0.801964	0.789038	0.771384	0.756459	0.747417	0.726226	0.711700	0.668166	0.648093	0.591359	0.551124	0.515847
2.5	0.816020	0.808969	0.796107	0.779018	0.761541	0.750615	0.733798	0.717479	0.682207	0.661790	0.605565	0.568959	0.529905
5.0	0.818746	0.809886	0.799892	0.787434	0.779848	0.767506	0.752079	0.741026	0.713459	0.699293	0.654815	0.621399	0.602042
10.0	0.831847	0.824916	0.815096	0.799533	0.792289	0.780802	0.769294	0.757958	0.737426	0.722115	0.695088	0.678059	0.664657
50.0	0.843267	0.838263	0.834081	0.826731	0.823550	0.816691	0.811333	0.805702	0.796125	0.789588	0.774639	0.764986	0.760666

Table shape: 7 rows × 13 columns

adjusted_mutual_info (gamma × epsilon) - hog_16_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.624673	0.612638	0.598657	0.578800	0.560262	0.543885	0.526086	0.504507	0.473984	0.463221	0.410156	0.380064	0.348341
1.5	0.635203	0.623527	0.610190	0.589554	0.575293	0.560638	0.542920	0.527359	0.484716	0.473037	0.420699	0.398163	0.376576
2.0	0.637565	0.628042	0.614567	0.597112	0.582168	0.574895	0.554916	0.542442	0.504592	0.488235	0.444195	0.415293	0.389422
2.5	0.643290	0.636294	0.621370	0.604335	0.587523	0.578066	0.562207	0.547614	0.515403	0.499612	0.455813	0.428339	0.399565
5.0	0.628048	0.618193	0.607277	0.596818	0.596606	0.592563	0.578115	0.567921	0.544058	0.531638	0.492946	0.467265	0.450788
10.0	0.643382	0.635333	0.623332	0.605477	0.597555	0.584948	0.573151	0.561662	0.540137	0.524986	0.498384	0.483974	0.480265
50.0	0.611270	0.603510	0.596575	0.584947	0.580151	0.569328	0.559805	0.551164	0.534686	0.524832	0.493230	0.469600	0.450735

Table shape: 7 rows × 13 columns

fowlkes_mallows_index (gamma × epsilon) - hog_16_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.347706	0.336012	0.325072	0.301785	0.286564	0.274231	0.258542	0.243301	0.222711	0.216198	0.178795	0.166857	0.145760
1.5	0.367378	0.354125	0.347473	0.323976	0.311394	0.301751	0.283634	0.270626	0.233710	0.227472	0.185738	0.176093	0.167065
2.0	0.365225	0.360118	0.353375	0.336364	0.328501	0.333169	0.305234	0.295455	0.256972	0.243376	0.209648	0.192232	0.177967
2.5	0.404047	0.383596	0.382650	0.365943	0.339899	0.340744	0.325117	0.310153	0.278270	0.255861	0.221851	0.204312	0.185127
5.0	0.325862	0.316700	0.307044	0.299361	0.303695	0.357555	0.345152	0.337853	0.322743	0.311494	0.267790	0.245202	0.233412
10.0	0.373215	0.365642	0.350330	0.331066	0.324708	0.310346	0.303490	0.290032	0.276143	0.258999	0.238415	0.228328	0.269149
50.0	0.354234	0.346908	0.342425	0.332104	0.330021	0.320389	0.313599	0.314232	0.300808	0.292430	0.265604	0.247742	0.236205

Table shape: 7 rows × 13 columns

homogeneity (gamma × epsilon) - hog_16_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.721161	0.703242	0.683002	0.653674	0.626516	0.601667	0.574513	0.542188	0.497060	0.480223	0.405486	0.359977	0.323806
1.5	0.733637	0.716477	0.697648	0.667756	0.646754	0.623518	0.598785	0.574708	0.511556	0.494674	0.420339	0.386352	0.356580
2.0	0.737739	0.723484	0.703513	0.677161	0.656407	0.643880	0.614663	0.595476	0.540547	0.516369	0.452109	0.410039	0.375052
2.5	0.747195	0.734835	0.716465	0.690443	0.663962	0.648625	0.625765	0.603848	0.559924	0.533304	0.468239	0.429369	0.389194
5.0	0.767308	0.752825	0.736969	0.716069	0.699578	0.675564	0.653268	0.638054	0.600675	0.582672	0.528408	0.489308	0.468614
10.0	0.791099	0.779479	0.763773	0.739392	0.728365	0.711186	0.694433	0.677941	0.650454	0.629891	0.595505	0.573931	0.553540
50.0	0.847359	0.839306	0.833041	0.821847	0.816913	0.806757	0.799596	0.791286	0.778433	0.769118	0.752885	0.743917	0.743526

Table shape: 7 rows × 13 columns

completeness (gamma × epsilon) - hog_16_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.899558	0.898453	0.896386	0.893981	0.890685	0.887533	0.884379	0.879117	0.869728	0.865989	0.847109	0.831241	0.813887
1.5	0.900907	0.899931	0.897679	0.894880	0.892333	0.889837	0.885744	0.882389	0.872099	0.866997	0.849358	0.836624	0.825226
2.0	0.900621	0.899543	0.898235	0.896067	0.892497	0.890631	0.887268	0.884293	0.874666	0.870037	0.854566	0.840226	0.825888
2.5	0.898810	0.899741	0.895670	0.893663	0.892743	0.890664	0.886918	0.883789	0.872824	0.871834	0.856872	0.843031	0.829981
5.0	0.877577	0.876307	0.874563	0.874599	0.880926	0.888415	0.886108	0.883630	0.878385	0.874278	0.860719	0.851180	0.841695
10.0	0.877021	0.875977	0.873813	0.870324	0.868513	0.865525	0.862245	0.859393	0.851247	0.845977	0.834664	0.828345	0.831590
50.0	0.839213	0.837223	0.835123	0.831674	0.830296	0.826873	0.823420	0.820654	0.814639	0.811178	0.797688	0.787284	0.778614

Table shape: 7 rows × 13 columns

v_measure (gamma × epsilon) - hog_16_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.800541	0.788952	0.775279	0.755171	0.735603	0.717163	0.696538	0.670717	0.632588	0.617834	0.548447	0.502389	0.463291
1.5	0.808713	0.797793	0.785123	0.764812	0.749951	0.733244	0.714530	0.696064	0.644854	0.629933	0.562367	0.528598	0.497982
2.0	0.811084	0.801964	0.789038	0.771384	0.756459	0.747417	0.726226	0.711700	0.668166	0.648093	0.591359	0.551124	0.515847
2.5	0.816020	0.808969	0.796107	0.779018	0.761541	0.750615	0.733798	0.717479	0.682207	0.661790	0.605565	0.568959	0.529905
5.0	0.818746	0.809886	0.799892	0.787434	0.779848	0.767506	0.752079	0.741026	0.713459	0.699293	0.654815	0.621399	0.602042
10.0	0.831847	0.824916	0.815096	0.799533	0.792289	0.780802	0.769294	0.757958	0.737426	0.722115	0.695088	0.678059	0.664657
50.0	0.843267	0.838263	0.834081	0.826731	0.823550	0.816691	0.811333	0.805702	0.796125	0.789588	0.774639	0.764986	0.760666

Table shape: 7 rows × 13 columns

purity (gamma × epsilon) - hog_16_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.505517	0.484966	0.461888	0.428283	0.393751	0.365451	0.333277	0.297903	0.261518	0.248968	0.193043	0.147562	0.131896
1.5	0.528257	0.499368	0.474017	0.436789	0.414891	0.381875	0.356186	0.330245	0.268845	0.253601	0.200876	0.174514	0.144530
2.0	0.534153	0.511160	0.482523	0.445043	0.422892	0.403184	0.367809	0.346753	0.293270	0.264634	0.220753	0.185379	0.158258
2.5	0.544681	0.523878	0.504422	0.461636	0.429462	0.403689	0.379348	0.350712	0.310621	0.286196	0.225891	0.195401	0.168871
5.0	0.567169	0.547376	0.525057	0.494399	0.470648	0.441253	0.411606	0.390382	0.347932	0.328055	0.277184	0.244757	0.227828
10.0	0.597827	0.580814	0.559252	0.521519	0.506022	0.479997	0.456245	0.437716	0.402089	0.379095	0.343131	0.315337	0.295881
50.0	0.672029	0.658974	0.647351	0.628906	0.618715	0.600943	0.589489	0.578287	0.557904	0.547208	0.530110	0.520003	0.527247

Table shape: 7 rows × 13 columns

inverse_purity (gamma × epsilon) - hog_16_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.829361	0.832056	0.833319	0.836941	0.838204	0.839805	0.841321	0.842331	0.841910	0.842079	0.843258	0.841152	0.835509
1.5	0.829277	0.831803	0.832898	0.835172	0.836183	0.838457	0.837783	0.839383	0.841321	0.840057	0.840226	0.837109	0.834835
2.0	0.827929	0.830035	0.832561	0.835088	0.834835	0.835256	0.836604	0.836604	0.837278	0.837278	0.835593	0.831635	0.826244
2.5	0.823549	0.828518	0.824560	0.828266	0.833740	0.834498	0.834246	0.835341	0.828518	0.834330	0.832982	0.827508	0.824476
5.0	0.796260	0.798366	0.798787	0.802156	0.806199	0.824055	0.825571	0.825318	0.826497	0.824644	0.819001	0.817317	0.809821
10.0	0.789017	0.791291	0.791965	0.792891	0.792891	0.792218	0.792302	0.793228	0.789607	0.787080	0.780089	0.775204	0.776131
50.0	0.707235	0.707235	0.706477	0.706224	0.706393	0.705382	0.701845	0.703697	0.699065	0.696033	0.675398	0.655689	0.635054

Table shape: 7 rows × 13 columns

f1_score (gamma × epsilon) - hog_16_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.276573	0.261548	0.247703	0.218464	0.199809	0.185053	0.166332	0.149129	0.127306	0.120733	0.084383	0.073911	0.057475
1.5	0.301905	0.284698	0.276224	0.246304	0.230530	0.218484	0.196641	0.181342	0.139087	0.132872	0.091254	0.082738	0.074520
2.0	0.302372	0.295891	0.283834	0.262195	0.252887	0.258719	0.223787	0.211541	0.166534	0.150564	0.114743	0.098315	0.085447
2.5	0.354690	0.326922	0.326954	0.304890	0.269049	0.268795	0.249652	0.230877	0.194051	0.165491	0.127905	0.110701	0.092147
5.0	0.301691	0.289772	0.277337	0.266451	0.266039	0.303044	0.284788	0.274583	0.250531	0.236606	0.183457	0.157183	0.144928
10.0	0.363161	0.353926	0.335607	0.312086	0.304100	0.286104	0.277854	0.260658	0.243891	0.222730	0.196474	0.183705	0.209545
50.0	0.348253	0.342015	0.337965	0.328759	0.327244	0.318568	0.312311	0.313652	0.300772	0.292402	0.265075	0.246719	0.235232

Table shape: 7 rows × 13 columns

accuracy_optimal_match (gamma × epsilon) - hog_16_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.483787	0.466184	0.446054	0.415312	0.383054	0.356607	0.325865	0.292765	0.258486	0.246863	0.192117	0.147225	0.131812
1.5	0.506359	0.480418	0.457846	0.423566	0.404194	0.372526	0.348438	0.325107	0.265729	0.251327	0.200034	0.174261	0.144361
2.0	0.511328	0.491283	0.466268	0.431483	0.411690	0.393751	0.359976	0.341363	0.290070	0.262360	0.219742	0.185042	0.158090
2.5	0.519751	0.503664	0.485387	0.445717	0.418007	0.394087	0.371347	0.345153	0.305904	0.283837	0.224964	0.194980	0.168702
5.0	0.515876	0.499368	0.480249	0.454224	0.437463	0.427777	0.400994	0.381791	0.342963	0.324097	0.274488	0.242230	0.224880
10.0	0.542744	0.528763	0.510654	0.476122	0.462646	0.439063	0.416575	0.399815	0.365114	0.341784	0.302030	0.271877	0.265139
50.0	0.529858	0.517477	0.507370	0.490777	0.481092	0.461973	0.449255	0.439653	0.409079	0.395519	0.355681	0.327634	0.314411

Table shape: 7 rows × 13 columns

n_samples (gamma × epsilon) - hog_16_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
1.5	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
2.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
2.5	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
5.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
10.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
50.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0

Table shape: 7 rows × 13 columns

n_clusters_reference (gamma × epsilon) - hog_16_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
1.5	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
2.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
2.5	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
5.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
10.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
50.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0

Table shape: 7 rows × 13 columns

n_clusters_predicted (gamma × epsilon) - hog_16_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	1458.0	1329.0	1232.0	1074.0	975.0	860.0	752.0	675.0	496.0	426.0	240.0	131.0	77.0
1.5	1470.0	1344.0	1239.0	1086.0	984.0	870.0	768.0	684.0	504.0	432.0	246.0	145.0	78.0
2.0	1479.0	1351.0	1251.0	1089.0	993.0	879.0	775.0	693.0	512.0	439.0	252.0	145.0	82.0
2.5	1485.0	1361.0	1257.0	1096.0	997.0	883.0	781.0	703.0	517.0	447.0	259.0	151.0	85.0
5.0	1806.0	1675.0	1564.0	1387.0	1181.0	933.0	800.0	723.0	540.0	472.0	281.0	189.0	139.0
10.0	1866.0	1748.0	1635.0	1490.0	1398.0	1288.0	1196.0	1129.0	973.0	915.0	787.0	744.0	651.0
50.0	2734.0	2655.0	2599.0	2524.0	2492.0	2460.0	2420.0	2420.0	2440.0	2436.0	2598.0	2789.0	3043.0

Table shape: 7 rows × 13 columns

adjusted_rand_index (gamma × epsilon) - hog_16_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.271158	0.240050	0.229634	0.209827	0.187912	0.177607	0.159267	0.145217	0.120783	0.114212	0.078656	0.067726	0.044613
1.5	0.295850	0.280214	0.265232	0.239517	0.229471	0.209374	0.191315	0.169339	0.136897	0.125814	0.091239	0.077469	0.067424
2.0	0.305277	0.292535	0.301326	0.261149	0.263648	0.246126	0.223217	0.204817	0.166154	0.150285	0.105464	0.090240	0.074583
2.5	0.334099	0.340234	0.330226	0.286325	0.272997	0.267498	0.263048	0.231524	0.178520	0.179031	0.132102	0.101599	0.083583
5.0	0.297627	0.288556	0.275301	0.263917	0.251879	0.279511	0.273220	0.266337	0.248501	0.227921	0.188080	0.157732	0.138269
10.0	0.363235	0.352570	0.334174	0.320917	0.303029	0.287211	0.278203	0.267876	0.239634	0.222078	0.189168	0.175326	0.161379
50.0	0.344550	0.341364	0.333549	0.326425	0.323089	0.317165	0.307237	0.309758	0.298281	0.287609	0.266810	0.244086	0.228692

Table shape: 7 rows × 13 columns

normalized_mutual_info (gamma × epsilon) - hog_16_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.802504	0.784668	0.776394	0.754215	0.737210	0.720787	0.696475	0.678010	0.632815	0.618369	0.551499	0.504800	0.460484
1.5	0.812246	0.798527	0.786524	0.766866	0.752542	0.734378	0.718398	0.694957	0.649788	0.632453	0.572232	0.534246	0.496757
2.0	0.816208	0.803158	0.796042	0.773311	0.762011	0.747800	0.730603	0.713301	0.672369	0.651799	0.591773	0.554085	0.516065
2.5	0.820231	0.809071	0.800371	0.778806	0.766281	0.754309	0.740844	0.723393	0.680185	0.670333	0.616203	0.571007	0.527817
5.0	0.820516	0.812087	0.802182	0.788981	0.778353	0.767419	0.753715	0.742707	0.714237	0.701416	0.658049	0.631757	0.603306
10.0	0.834630	0.826523	0.816529	0.804429	0.794454	0.783675	0.773769	0.764001	0.739482	0.724736	0.695634	0.677415	0.659834
50.0	0.843198	0.839469	0.834137	0.828288	0.824144	0.818083	0.812094	0.807256	0.797035	0.789692	0.776884	0.765234	0.758980

Table shape: 7 rows × 13 columns

adjusted_mutual_info (gamma × epsilon) - hog_16_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.626642	0.607172	0.599004	0.577225	0.560737	0.546761	0.525676	0.509568	0.473907	0.462990	0.412255	0.380974	0.344131
1.5	0.639028	0.624163	0.611447	0.591047	0.577521	0.560569	0.546396	0.525757	0.488637	0.474475	0.428909	0.401300	0.375840
2.0	0.643577	0.629412	0.622314	0.598703	0.587735	0.574314	0.558751	0.543433	0.508381	0.491590	0.444080	0.416886	0.388519
2.5	0.647822	0.635289	0.626261	0.603688	0.592487	0.581358	0.568354	0.552609	0.514534	0.506611	0.463536	0.428984	0.397116
5.0	0.629093	0.620364	0.609442	0.596614	0.590457	0.590096	0.578786	0.568914	0.544505	0.533398	0.497006	0.474110	0.450681
10.0	0.646831	0.636925	0.625083	0.610737	0.599130	0.587686	0.577393	0.567086	0.540823	0.525407	0.497907	0.478115	0.463350
50.0	0.609632	0.604150	0.596132	0.586185	0.579651	0.570352	0.560740	0.552931	0.535164	0.524165	0.497486	0.470614	0.450377

Table shape: 7 rows × 13 columns

fowlkes_mallows_index (gamma × epsilon) - hog_16_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.346971	0.322846	0.314648	0.298876	0.281398	0.272871	0.257198	0.244925	0.222429	0.215966	0.179891	0.167676	0.138258
1.5	0.365915	0.354026	0.342439	0.322297	0.314361	0.298386	0.284017	0.265559	0.237112	0.226656	0.192742	0.178443	0.166892
2.0	0.370597	0.361307	0.369764	0.339219	0.340665	0.327034	0.308942	0.294546	0.262033	0.248117	0.206581	0.190840	0.173591
2.5	0.391324	0.395469	0.388215	0.357084	0.347939	0.343364	0.338772	0.314743	0.271690	0.271285	0.230632	0.201653	0.183054
5.0	0.324947	0.318061	0.307818	0.300073	0.292529	0.334370	0.334500	0.331245	0.323643	0.308888	0.276519	0.250884	0.232329
10.0	0.375839	0.366812	0.351703	0.340894	0.326416	0.313904	0.306240	0.298069	0.275208	0.261284	0.236352	0.223549	0.214220
50.0	0.352329	0.348921	0.339721	0.332091	0.328243	0.321466	0.310804	0.312791	0.300927	0.290326	0.270066	0.248195	0.232903

Table shape: 7 rows × 13 columns

homogeneity (gamma × epsilon) - hog_16_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.724124	0.696805	0.684293	0.652490	0.628618	0.606221	0.574441	0.551241	0.497210	0.480859	0.408533	0.362306	0.320702
1.5	0.739051	0.717656	0.699419	0.670816	0.650495	0.625212	0.603580	0.573009	0.517415	0.497358	0.430599	0.391607	0.355245
2.0	0.745736	0.725214	0.714352	0.680196	0.664465	0.644395	0.620618	0.597472	0.545598	0.520789	0.452298	0.412626	0.374857
2.5	0.753500	0.736507	0.722784	0.689738	0.670463	0.653775	0.636116	0.611770	0.556101	0.544706	0.480763	0.431295	0.387200
5.0	0.770920	0.756659	0.740838	0.719570	0.700312	0.676919	0.656191	0.640746	0.602073	0.584990	0.531895	0.501503	0.470256
10.0	0.795693	0.782360	0.765996	0.747372	0.732179	0.715770	0.701190	0.687260	0.654006	0.634610	0.596418	0.575513	0.553444
50.0	0.848193	0.842065	0.833381	0.824915	0.818665	0.809472	0.800780	0.793823	0.780237	0.769710	0.755596	0.743964	0.740348

Table shape: 7 rows × 13 columns

completeness (gamma × epsilon) - hog_16_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.899911	0.897888	0.897143	0.893517	0.891154	0.888744	0.884345	0.880500	0.870127	0.866022	0.848394	0.832036	0.816265
1.5	0.901532	0.899939	0.898412	0.895020	0.892562	0.889729	0.887162	0.882846	0.873178	0.868308	0.852705	0.840326	0.825658
2.0	0.901388	0.899875	0.898827	0.895961	0.893124	0.890734	0.887967	0.884840	0.875883	0.870876	0.855621	0.843132	0.827955
2.5	0.899931	0.897497	0.896619	0.894289	0.894053	0.891381	0.886850	0.884838	0.875549	0.871277	0.857885	0.844606	0.828813
5.0	0.876932	0.876276	0.874602	0.873212	0.875967	0.885852	0.885287	0.883259	0.877761	0.875699	0.862651	0.853410	0.841351
10.0	0.877573	0.875970	0.874199	0.870918	0.868308	0.865813	0.863107	0.860033	0.850660	0.844697	0.834449	0.823170	0.816863
50.0	0.838261	0.836889	0.834895	0.831688	0.829697	0.826880	0.823733	0.821150	0.814574	0.810738	0.799405	0.787755	0.778574

Table shape: 7 rows × 13 columns

v_measure (gamma × epsilon) - hog_16_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.802504	0.784668	0.776394	0.754215	0.737210	0.720787	0.696475	0.678010	0.632815	0.618369	0.551499	0.504800	0.460484
1.5	0.812246	0.798527	0.786524	0.766866	0.752542	0.734378	0.718398	0.694957	0.649788	0.632453	0.572232	0.534246	0.496757
2.0	0.816208	0.803158	0.796042	0.773311	0.762011	0.747800	0.730603	0.713301	0.672369	0.651799	0.591773	0.554085	0.516065
2.5	0.820231	0.809071	0.800371	0.778806	0.766281	0.754309	0.740844	0.723393	0.680185	0.670333	0.616203	0.571007	0.527817
5.0	0.820516	0.812087	0.802182	0.788981	0.778353	0.767419	0.753715	0.742707	0.714237	0.701416	0.658049	0.631757	0.603306
10.0	0.834630	0.826523	0.816529	0.804429	0.794454	0.783675	0.773769	0.764001	0.739482	0.724736	0.695634	0.677415	0.659834
50.0	0.843198	0.839469	0.834137	0.828288	0.824144	0.818083	0.812094	0.807256	0.797035	0.789692	0.776884	0.765234	0.758980

Table shape: 7 rows × 13 columns

purity (gamma × epsilon) - hog_16_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.510739	0.479154	0.465089	0.424661	0.399730	0.370757	0.335635	0.310368	0.261265	0.249137	0.193801	0.150425	0.135939
1.5	0.533900	0.498947	0.476965	0.444875	0.419523	0.388613	0.361745	0.331087	0.270951	0.256885	0.208288	0.177798	0.143519
2.0	0.543671	0.512086	0.490188	0.451613	0.432831	0.405205	0.374968	0.350038	0.298998	0.273983	0.222437	0.186305	0.159100
2.5	0.554030	0.528931	0.507454	0.463994	0.437968	0.413796	0.393919	0.359640	0.309020	0.291418	0.235155	0.198181	0.167860
5.0	0.573402	0.551167	0.528426	0.499200	0.474354	0.438305	0.409416	0.392066	0.346248	0.332856	0.276931	0.257054	0.231365
10.0	0.606334	0.582667	0.560684	0.531374	0.511076	0.487493	0.467616	0.446981	0.405626	0.384065	0.345911	0.324265	0.297987
50.0	0.674893	0.663354	0.651815	0.636907	0.622673	0.607176	0.593616	0.581909	0.563211	0.550577	0.533227	0.518740	0.519666

Table shape: 7 rows × 13 columns

inverse_purity (gamma × epsilon) - hog_16_16_5

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▶

epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.829361	0.832730	0.834414	0.835762	0.837699	0.840310	0.840226	0.841489	0.842163	0.840984	0.842837	0.840815	0.839383
1.5	0.829192	0.831719	0.833909	0.834414	0.835593	0.837278	0.838373	0.839889	0.840815	0.840057	0.841321	0.838710	0.836099
2.0	0.827760	0.830540	0.830961	0.833572	0.833740	0.835088	0.835762	0.837025	0.837362	0.837025	0.837278	0.834162	0.828603
2.5	0.822286	0.823212	0.824981	0.827676	0.833909	0.834498	0.829445	0.834583	0.831214	0.829024	0.830371	0.829024	0.823212
5.0	0.793565	0.796597	0.798366	0.800387	0.801398	0.820601	0.822454	0.824223	0.824897	0.826244	0.821107	0.816390	0.808389
10.0	0.789017	0.790870	0.792723	0.791965	0.790702	0.791881	0.791881	0.791207	0.786575	0.783206	0.780174	0.769814	0.762318
50.0	0.705887	0.706308	0.706982	0.705298	0.704034	0.704624	0.702097	0.703782	0.698644	0.695612	0.678093	0.657037	0.636655

Table shape: 7 rows × 13 columns

f1_score (gamma × epsilon) - hog_16_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.275552	0.244757	0.234449	0.214849	0.193171	0.182979	0.164839	0.150946	0.126788	0.120291	0.085154	0.074355	0.051520
1.5	0.300002	0.284519	0.269685	0.244229	0.234286	0.214400	0.196536	0.174798	0.142718	0.131759	0.097585	0.083980	0.074054
2.0	0.309317	0.296701	0.305422	0.265643	0.268113	0.250768	0.228095	0.209890	0.171643	0.155950	0.111641	0.096593	0.081120
2.5	0.337855	0.343929	0.334018	0.290557	0.277369	0.271921	0.267507	0.236309	0.183868	0.184367	0.137964	0.107814	0.090011
5.0	0.301248	0.292275	0.279163	0.267920	0.256041	0.283643	0.277467	0.270674	0.253076	0.232719	0.193301	0.163287	0.144036
10.0	0.366161	0.355593	0.337376	0.324249	0.306541	0.290888	0.281965	0.271749	0.243807	0.226450	0.193946	0.180247	0.166502
50.0	0.346565	0.343395	0.335663	0.328584	0.325288	0.319439	0.309607	0.312186	0.300854	0.290309	0.269701	0.247177	0.231858

Table shape: 7 rows × 13 columns

accuracy_optimal_match (gamma × epsilon) - hog_16_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.488840	0.460541	0.449086	0.411185	0.388444	0.361914	0.329150	0.305062	0.258149	0.246610	0.192790	0.150004	0.135854
1.5	0.511749	0.479912	0.460793	0.431146	0.408237	0.379601	0.354923	0.325613	0.267666	0.254359	0.207361	0.177377	0.143350
2.0	0.520593	0.492293	0.473596	0.437716	0.421292	0.396025	0.368146	0.344226	0.295629	0.271456	0.221511	0.185884	0.158848
2.5	0.528510	0.506780	0.488166	0.448075	0.426345	0.404531	0.385665	0.353744	0.304472	0.287459	0.234145	0.197844	0.167607
5.0	0.521519	0.503158	0.484039	0.458604	0.438895	0.422977	0.399225	0.383980	0.341026	0.328392	0.273983	0.253853	0.227744
10.0	0.548724	0.529352	0.511328	0.484629	0.466352	0.446644	0.427104	0.406553	0.366714	0.343974	0.302030	0.276594	0.252337
50.0	0.532806	0.521941	0.512002	0.495915	0.481850	0.466605	0.452539	0.441422	0.415228	0.397878	0.359976	0.328729	0.308347

Table shape: 7 rows × 13 columns

n_samples (gamma × epsilon) - hog_24_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
1.5	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
2.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
2.5	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
5.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
10.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
50.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0

Table shape: 7 rows × 13 columns

n_clusters_reference (gamma × epsilon) - hog_24_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
1.5	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
2.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
2.5	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
5.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
10.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
50.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0

Table shape: 7 rows × 13 columns

n_clusters_predicted (gamma × epsilon) - hog_24_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	5800.0	5392.0	4976.0	4444.0	4109.0	3679.0	3405.0	3131.0	2578.0	2374.0	1689.0	1178.0	751.0
1.5	5804.0	5396.0	4978.0	4445.0	4110.0	3679.0	3405.0	3133.0	2581.0	2382.0	1696.0	1192.0	759.0
2.0	5817.0	5399.0	4982.0	4447.0	4113.0	3682.0	3408.0	3135.0	2584.0	2384.0	1699.0	1198.0	772.0
2.5	5927.0	5526.0	5110.0	4565.0	4220.0	3723.0	3410.0	3137.0	2585.0	2389.0	1700.0	1208.0	776.0
5.0	6065.0	5671.0	5265.0	4736.0	4412.0	3988.0	3718.0	3454.0	2912.0	2713.0	2036.0	1507.0	809.0
10.0	6116.0	5716.0	5305.0	4776.0	4454.0	4028.0	3758.0	3492.0	2952.0	2757.0	2083.0	1598.0	1191.0
50.0	6425.0	6038.0	5629.0	5101.0	4777.0	4355.0	4089.0	3818.0	3322.0	3171.0	2769.0	2537.0	2340.0

Table shape: 7 rows × 13 columns

adjusted_rand_index (gamma × epsilon) - hog_24_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.544848	0.540652	0.531595	0.525282	0.500142	0.483500	0.469585	0.446220	0.390432	0.369754	0.290973	0.222498	0.165375
1.5	0.551486	0.542742	0.547036	0.529258	0.500741	0.483500	0.469585	0.437682	0.398330	0.383709	0.306175	0.261802	0.188811
2.0	0.443925	0.453233	0.486790	0.484977	0.519235	0.487861	0.470831	0.456078	0.423026	0.402669	0.327547	0.264480	0.229527
2.5	0.409786	0.412366	0.429165	0.435119	0.433586	0.406372	0.425237	0.456632	0.425543	0.411383	0.339192	0.289621	0.246995
5.0	0.397907	0.409514	0.423866	0.420561	0.435293	0.403922	0.386283	0.381081	0.358150	0.350126	0.304764	0.266287	0.308022
10.0	0.409957	0.426100	0.438347	0.456847	0.459477	0.453036	0.431540	0.433112	0.412133	0.413153	0.387543	0.347197	0.301232
50.0	0.314879	0.336075	0.360350	0.375984	0.388323	0.387498	0.385912	0.395410	0.401428	0.403938	0.372734	0.366214	0.334970

Table shape: 7 rows × 13 columns

normalized_mutual_info (gamma × epsilon) - hog_24_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.878649	0.880409	0.881781	0.883040	0.881878	0.880994	0.878451	0.873684	0.861352	0.852365	0.814907	0.758295	0.695951
1.5	0.879609	0.881047	0.882705	0.883129	0.881941	0.880994	0.878451	0.874407	0.863057	0.856542	0.818768	0.772136	0.706995
2.0	0.877440	0.879633	0.882474	0.883322	0.883437	0.881159	0.878441	0.875806	0.865978	0.858503	0.822449	0.775401	0.725613
2.5	0.875048	0.876642	0.878987	0.880426	0.880875	0.878652	0.878149	0.875973	0.866522	0.860655	0.824277	0.782867	0.732148
5.0	0.873134	0.875227	0.877235	0.877927	0.879532	0.877668	0.874148	0.872348	0.862098	0.856526	0.828297	0.791902	0.756869
10.0	0.874200	0.876694	0.878920	0.880334	0.881113	0.880304	0.876855	0.875236	0.868583	0.864188	0.840269	0.810034	0.775331
50.0	0.868530	0.871557	0.874785	0.876707	0.878112	0.877574	0.877127	0.875946	0.872356	0.869773	0.853411	0.835550	0.816283

Table shape: 7 rows × 13 columns

adjusted_mutual_info (gamma × epsilon) - hog_24_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.618870	0.638919	0.658594	0.678651	0.686342	0.696273	0.698420	0.696270	0.686710	0.676625	0.636257	0.578526	0.523702
1.5	0.620426	0.639824	0.660115	0.678356	0.686414	0.696273	0.698420	0.697369	0.689492	0.682973	0.641009	0.594262	0.534927
2.0	0.610670	0.633368	0.657496	0.676900	0.688782	0.695972	0.697937	0.699831	0.694584	0.686210	0.645956	0.597172	0.553343
2.5	0.596965	0.617498	0.640455	0.662695	0.675110	0.686249	0.695613	0.699731	0.695436	0.689489	0.648490	0.604921	0.558970
5.0	0.583318	0.605504	0.628328	0.648336	0.662338	0.671740	0.672423	0.675814	0.669504	0.664524	0.634767	0.597107	0.582394
10.0	0.582406	0.606442	0.630009	0.651976	0.663392	0.674342	0.674710	0.678392	0.679503	0.675829	0.651050	0.616650	0.580453
50.0	0.538385	0.563983	0.590653	0.615404	0.629916	0.642015	0.648098	0.653782	0.657960	0.655953	0.629651	0.602702	0.574274

Table shape: 7 rows × 13 columns

fowlkes_mallows_index (gamma × epsilon) - hog_24_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.549242	0.542745	0.533888	0.530384	0.510513	0.499381	0.489848	0.472703	0.430867	0.415664	0.357815	0.306652	0.259740
1.5	0.557397	0.545093	0.548747	0.533459	0.511022	0.499381	0.489848	0.465973	0.436939	0.426407	0.369088	0.337473	0.279519
2.0	0.458744	0.459714	0.489707	0.486961	0.526222	0.501951	0.489928	0.480170	0.456208	0.441004	0.385175	0.338044	0.312174
2.5	0.427917	0.421885	0.434512	0.437559	0.435875	0.414186	0.437913	0.479673	0.458203	0.447751	0.394001	0.356818	0.324018
5.0	0.419810	0.423857	0.431716	0.423592	0.437908	0.407480	0.392571	0.389164	0.371159	0.365168	0.330730	0.301894	0.369288
10.0	0.442205	0.448640	0.450313	0.465013	0.465007	0.455906	0.433697	0.435389	0.417191	0.418451	0.397358	0.364240	0.327868
50.0	0.377577	0.392618	0.410193	0.417127	0.426591	0.418662	0.415343	0.419202	0.420610	0.421016	0.383882	0.371909	0.338171

Table shape: 7 rows × 13 columns

homogeneity (gamma × epsilon) - hog_24_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.939717	0.931740	0.921583	0.909809	0.899174	0.887461	0.877065	0.863288	0.832975	0.815109	0.747312	0.660568	0.575803
1.5	0.941891	0.933231	0.923818	0.910539	0.899331	0.887461	0.877065	0.864467	0.835875	0.822124	0.753773	0.680627	0.590197
2.0	0.942210	0.933979	0.925678	0.913230	0.902751	0.888495	0.877583	0.867146	0.840756	0.825497	0.759914	0.685852	0.615278
2.5	0.943470	0.935448	0.927303	0.915482	0.906923	0.889583	0.879425	0.867892	0.841710	0.829216	0.762973	0.697699	0.625072
5.0	0.945764	0.938867	0.930268	0.918293	0.913129	0.899146	0.887166	0.878752	0.852491	0.840200	0.786186	0.725607	0.660767
10.0	0.949756	0.943083	0.934649	0.923932	0.917929	0.906687	0.895053	0.887047	0.865116	0.855040	0.807424	0.756673	0.702951
50.0	0.957215	0.952991	0.947874	0.938940	0.934032	0.924287	0.918780	0.910970	0.897009	0.890697	0.862524	0.832711	0.802607

Table shape: 7 rows × 13 columns

completeness (gamma × epsilon) - hog_24_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.825035	0.834439	0.845275	0.857800	0.865236	0.874622	0.879842	0.884334	0.891731	0.893189	0.895946	0.889960	0.879461
1.5	0.825052	0.834390	0.845095	0.857321	0.865212	0.874622	0.879842	0.884578	0.892066	0.893966	0.896029	0.892073	0.881424
2.0	0.821002	0.831263	0.843122	0.855310	0.864933	0.873944	0.879302	0.884639	0.892761	0.894258	0.896198	0.891847	0.884166
2.5	0.815880	0.824792	0.835457	0.847957	0.856281	0.867987	0.876877	0.884205	0.892841	0.894572	0.896292	0.891719	0.883493
5.0	0.810864	0.819668	0.829921	0.840961	0.848319	0.857192	0.861506	0.866036	0.871924	0.873498	0.875174	0.871530	0.885682
10.0	0.809779	0.819038	0.829463	0.840665	0.847136	0.855413	0.859382	0.863735	0.872078	0.873535	0.875898	0.871491	0.864327
50.0	0.794885	0.802945	0.812160	0.822210	0.828511	0.835356	0.839088	0.843515	0.849022	0.849808	0.844488	0.838408	0.830433

Table shape: 7 rows × 13 columns

v_measure (gamma × epsilon) - hog_24_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.878649	0.880409	0.881781	0.883040	0.881878	0.880994	0.878451	0.873684	0.861352	0.852365	0.814907	0.758295	0.695951
1.5	0.879609	0.881047	0.882705	0.883129	0.881941	0.880994	0.878451	0.874407	0.863057	0.856542	0.818768	0.772136	0.706995
2.0	0.877440	0.879633	0.882474	0.883322	0.883437	0.881159	0.878441	0.875806	0.865978	0.858503	0.822449	0.775401	0.725613
2.5	0.875048	0.876642	0.878987	0.880426	0.880875	0.878652	0.878149	0.875973	0.866522	0.860655	0.824277	0.782867	0.732148
5.0	0.873134	0.875227	0.877235	0.877927	0.879532	0.877668	0.874148	0.872348	0.862098	0.856526	0.828297	0.791902	0.756869
10.0	0.874200	0.876694	0.878920	0.880334	0.881113	0.880304	0.876855	0.875236	0.868583	0.864188	0.840269	0.810034	0.775331
50.0	0.868530	0.871557	0.874785	0.876707	0.878112	0.877574	0.877127	0.875946	0.872356	0.869773	0.853411	0.835550	0.816283

Table shape: 7 rows × 13 columns

purity (gamma × epsilon) - hog_24_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.876779	0.863640	0.840394	0.819591	0.805441	0.785227	0.765603	0.742778	0.690895	0.657374	0.550408	0.432073	0.339089
1.5	0.879474	0.866841	0.847637	0.819759	0.805609	0.785227	0.765603	0.746315	0.694601	0.670092	0.564306	0.455740	0.348606
2.0	0.878801	0.866504	0.850754	0.828097	0.808557	0.785817	0.766192	0.748252	0.700497	0.672955	0.568011	0.462141	0.372947
2.5	0.880064	0.867599	0.851596	0.829782	0.817232	0.786490	0.768045	0.749853	0.702855	0.679188	0.570791	0.472501	0.376232
5.0	0.885202	0.872231	0.855470	0.835256	0.825571	0.805188	0.782195	0.766698	0.715657	0.691822	0.599175	0.507707	0.413375
10.0	0.891266	0.878380	0.862714	0.840984	0.830203	0.809821	0.790449	0.775120	0.735787	0.713720	0.629074	0.543586	0.465342
50.0	0.902215	0.893287	0.882001	0.864146	0.853870	0.833572	0.821612	0.807715	0.776468	0.763329	0.704034	0.645246	0.599427

Table shape: 7 rows × 13 columns

inverse_purity (gamma × epsilon) - hog_24_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.570959	0.596816	0.628906	0.665038	0.687863	0.714815	0.731744	0.747242	0.776973	0.786238	0.814369	0.827255	0.833656
1.5	0.570454	0.596311	0.627895	0.663943	0.687863	0.714815	0.731744	0.747579	0.777141	0.786238	0.813358	0.826581	0.833067
2.0	0.553693	0.580898	0.615346	0.652405	0.686347	0.713131	0.730734	0.746989	0.777563	0.786322	0.812347	0.824560	0.830119
2.5	0.549314	0.574076	0.606249	0.642382	0.666891	0.696117	0.718268	0.746062	0.777478	0.786069	0.812179	0.823297	0.827845
5.0	0.545102	0.570875	0.603049	0.637750	0.660322	0.688116	0.704877	0.720711	0.749853	0.758780	0.785480	0.796092	0.824055
10.0	0.543165	0.568769	0.601280	0.635897	0.658385	0.684157	0.700665	0.715573	0.748589	0.756759	0.783542	0.791965	0.797018
50.0	0.496420	0.519835	0.547966	0.577023	0.596648	0.618546	0.632275	0.649036	0.683147	0.693254	0.708077	0.718605	0.717847

Table shape: 7 rows × 13 columns

f1_score (gamma × epsilon) - hog_24_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.546381	0.542305	0.533424	0.527255	0.502350	0.485884	0.472104	0.448947	0.393647	0.373159	0.295135	0.227369	0.170861
1.5	0.552956	0.544369	0.548742	0.531186	0.502945	0.485884	0.472104	0.440478	0.401476	0.386991	0.310186	0.266271	0.194042
2.0	0.445513	0.454990	0.488584	0.486930	0.521284	0.490195	0.473327	0.458720	0.425964	0.405786	0.331354	0.268909	0.234324
2.5	0.411390	0.414149	0.431035	0.437145	0.435758	0.408951	0.427852	0.459257	0.428461	0.414426	0.342890	0.293796	0.251598
5.0	0.399471	0.411191	0.425666	0.422583	0.437299	0.406326	0.388898	0.383787	0.361113	0.353182	0.308314	0.270264	0.312004
10.0	0.411357	0.427600	0.440005	0.458545	0.461247	0.454954	0.433686	0.435285	0.414584	0.415609	0.390271	0.350315	0.304817
50.0	0.316043	0.337290	0.361616	0.377326	0.389684	0.388945	0.387384	0.396949	0.403030	0.405573	0.374572	0.368258	0.337283

Table shape: 7 rows × 13 columns

accuracy_optimal_match (gamma × epsilon) - hog_24_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.531037	0.550914	0.565653	0.591763	0.606586	0.621410	0.623347	0.621578	0.609787	0.589741	0.516634	0.416575	0.331677
1.5	0.532721	0.552598	0.572391	0.591594	0.606671	0.621410	0.623347	0.624863	0.613745	0.601112	0.530279	0.437800	0.340773
2.0	0.516045	0.537354	0.562032	0.588815	0.608776	0.621410	0.623347	0.626800	0.619052	0.603975	0.533816	0.442769	0.363093
2.5	0.511749	0.530531	0.553272	0.579634	0.596985	0.604733	0.613324	0.628064	0.621326	0.609871	0.536427	0.454392	0.366967
5.0	0.511412	0.529184	0.551840	0.579466	0.595469	0.611893	0.611556	0.615767	0.605828	0.594290	0.536090	0.461215	0.400573
10.0	0.514192	0.533227	0.554199	0.580392	0.596648	0.612819	0.614503	0.620315	0.623010	0.613324	0.563042	0.492125	0.421039
50.0	0.475701	0.496336	0.520340	0.545523	0.561695	0.572223	0.580645	0.588647	0.600101	0.598753	0.556978	0.511328	0.465678

Table shape: 7 rows × 13 columns

n_samples (gamma × epsilon) - hog_24_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
1.5	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
2.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
2.5	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
5.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
10.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
50.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0

Table shape: 7 rows × 13 columns

n_clusters_reference (gamma × epsilon) - hog_24_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
1.5	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
2.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
2.5	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
5.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
10.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
50.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0

Table shape: 7 rows × 13 columns

n_clusters_predicted (gamma × epsilon) - hog_24_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	5799.0	5359.0	4952.0	4467.0	4097.0	3649.0	3368.0	3113.0	2594.0	2369.0	1679.0	1196.0	785.0
1.5	5802.0	5362.0	4956.0	4469.0	4096.0	3648.0	3368.0	3115.0	2599.0	2374.0	1694.0	1211.0	793.0
2.0	5814.0	5364.0	4958.0	4471.0	4101.0	3650.0	3372.0	3117.0	2603.0	2376.0	1700.0	1220.0	801.0
2.5	5908.0	5480.0	5078.0	4582.0	4191.0	3683.0	3372.0	3118.0	2604.0	2377.0	1704.0	1227.0	808.0
5.0	6057.0	5629.0	5236.0	4760.0	4396.0	3960.0	3682.0	3433.0	2931.0	2708.0	2045.0	1548.0	831.0
10.0	6108.0	5680.0	5281.0	4804.0	4443.0	4005.0	3734.0	3487.0	2988.0	2760.0	2082.0	1621.0	1205.0
50.0	6444.0	6013.0	5608.0	5137.0	4776.0	4332.0	4067.0	3811.0	3347.0	3162.0	2752.0	2525.0	2381.0

Table shape: 7 rows × 13 columns

adjusted_rand_index (gamma × epsilon) - hog_24_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.556855	0.545059	0.531264	0.519160	0.510441	0.487784	0.471823	0.456450	0.395014	0.374978	0.314402	0.220496	0.156785
1.5	0.559455	0.565097	0.540776	0.527729	0.512453	0.484704	0.472362	0.462849	0.416606	0.386050	0.327463	0.267849	0.193157
2.0	0.461148	0.496486	0.489803	0.470367	0.529434	0.489969	0.474680	0.462015	0.422267	0.389759	0.336732	0.284267	0.216587
2.5	0.423940	0.437474	0.439917	0.443781	0.429092	0.412311	0.425787	0.466238	0.425131	0.407961	0.352454	0.308146	0.248484
5.0	0.414467	0.426026	0.441202	0.434281	0.432975	0.417831	0.390505	0.401372	0.369389	0.358059	0.311025	0.271061	0.291472
10.0	0.421346	0.441596	0.449097	0.462510	0.469743	0.451365	0.451644	0.429357	0.412738	0.405528	0.377202	0.336559	0.302773
50.0	0.311187	0.336516	0.357065	0.377462	0.392735	0.392247	0.387471	0.393237	0.385809	0.386132	0.367278	0.351731	0.332965

Table shape: 7 rows × 13 columns

normalized_mutual_info (gamma × epsilon) - hog_24_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.879839	0.881811	0.882712	0.883033	0.884239	0.882156	0.878755	0.876108	0.862261	0.855332	0.816473	0.759257	0.697218
1.5	0.880318	0.883348	0.883758	0.883437	0.883772	0.881427	0.878598	0.876644	0.865196	0.858358	0.823151	0.774077	0.714594
2.0	0.878978	0.882654	0.883846	0.882626	0.885414	0.882069	0.879463	0.876764	0.866928	0.859158	0.826492	0.782909	0.723918
2.5	0.876527	0.879456	0.881036	0.882177	0.881639	0.879821	0.878470	0.877276	0.867344	0.861183	0.829784	0.786528	0.735564
5.0	0.874781	0.877269	0.879625	0.879599	0.880740	0.878977	0.875396	0.873846	0.863771	0.859785	0.830899	0.794027	0.755957
10.0	0.875659	0.879337	0.880441	0.882014	0.883242	0.880587	0.878949	0.876829	0.870393	0.865272	0.841108	0.809482	0.775944
50.0	0.868825	0.872670	0.875081	0.876822	0.879050	0.878577	0.877616	0.876091	0.871014	0.868680	0.852420	0.836298	0.816421

Table shape: 7 rows × 13 columns

adjusted_mutual_info (gamma × epsilon) - hog_24_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.622030	0.643058	0.660695	0.677769	0.691970	0.699402	0.700105	0.701271	0.688084	0.681305	0.639425	0.579132	0.523778
1.5	0.622533	0.646232	0.662077	0.677909	0.690619	0.697709	0.699459	0.701808	0.692962	0.686020	0.647187	0.595976	0.541482
2.0	0.615452	0.642654	0.660253	0.674452	0.693585	0.698635	0.700800	0.701887	0.695689	0.687282	0.651505	0.606679	0.550793
2.5	0.602096	0.626111	0.645456	0.665833	0.678279	0.689863	0.697300	0.702562	0.696505	0.690727	0.656060	0.609125	0.562126
5.0	0.588311	0.612521	0.633858	0.651349	0.666093	0.675062	0.675803	0.678725	0.672144	0.670288	0.638605	0.599233	0.580896
10.0	0.587413	0.614224	0.633563	0.654731	0.669500	0.674964	0.679566	0.681593	0.681525	0.677227	0.652543	0.616084	0.581592
50.0	0.537440	0.567483	0.591625	0.614724	0.633423	0.645278	0.650651	0.654383	0.654567	0.653531	0.627983	0.602701	0.571748

Table shape: 7 rows × 13 columns

fowlkes_mallows_index (gamma × epsilon) - hog_24_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.562055	0.547123	0.533459	0.524507	0.519579	0.503182	0.492053	0.481086	0.434348	0.419652	0.376844	0.303710	0.252280
1.5	0.565911	0.568627	0.542532	0.531657	0.520733	0.500066	0.491921	0.485673	0.451109	0.428174	0.385246	0.341746	0.283565
2.0	0.477430	0.504489	0.493398	0.472706	0.535305	0.503924	0.493421	0.484603	0.455526	0.430989	0.392299	0.355009	0.302224
2.5	0.444034	0.451083	0.446938	0.446740	0.431691	0.419862	0.438679	0.487523	0.457819	0.445102	0.403994	0.370526	0.326648
5.0	0.441149	0.443224	0.454290	0.438558	0.435431	0.420466	0.396508	0.406798	0.380605	0.371835	0.335674	0.305712	0.353889
10.0	0.454355	0.467828	0.466028	0.472323	0.476382	0.454658	0.453979	0.431774	0.417341	0.411208	0.388534	0.355426	0.329104
50.0	0.376516	0.395687	0.406962	0.417772	0.428641	0.423531	0.414720	0.416420	0.403682	0.402715	0.378247	0.358419	0.336401

Table shape: 7 rows × 13 columns

homogeneity (gamma × epsilon) - hog_24_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.941480	0.933292	0.923027	0.910432	0.902320	0.888578	0.876533	0.866692	0.834549	0.819684	0.749511	0.662122	0.576870
1.5	0.942793	0.936377	0.925690	0.911956	0.902085	0.887687	0.876699	0.868149	0.839598	0.824749	0.760741	0.683872	0.599978
2.0	0.943982	0.937246	0.928224	0.912642	0.905362	0.889188	0.878400	0.868481	0.842591	0.826115	0.766126	0.696103	0.612757
2.5	0.944930	0.938821	0.930443	0.918884	0.906631	0.890358	0.878965	0.869692	0.843189	0.829523	0.771452	0.703510	0.629338
5.0	0.947959	0.940874	0.934387	0.921606	0.914044	0.900981	0.888441	0.881491	0.855562	0.845183	0.790164	0.729077	0.659502
10.0	0.951252	0.946485	0.937313	0.927388	0.920215	0.907244	0.898175	0.889357	0.869051	0.857052	0.808246	0.755400	0.703514
50.0	0.958544	0.954422	0.948213	0.939652	0.934494	0.925109	0.918379	0.910955	0.895423	0.889248	0.860960	0.834808	0.804495

Table shape: 7 rows × 13 columns

completeness (gamma × epsilon) - hog_24_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.825773	0.835712	0.845771	0.857235	0.866868	0.875826	0.880989	0.885730	0.891878	0.894222	0.896574	0.889793	0.881017
1.5	0.825609	0.836003	0.845460	0.856648	0.866189	0.875254	0.880506	0.885307	0.892404	0.894823	0.896715	0.891695	0.883342
2.0	0.822350	0.834072	0.843518	0.854522	0.866325	0.875063	0.880527	0.885206	0.892713	0.894954	0.897185	0.894450	0.884349
2.5	0.817358	0.827153	0.836611	0.848289	0.857988	0.869531	0.877976	0.884995	0.892925	0.895356	0.897658	0.891762	0.884931
5.0	0.812091	0.821718	0.830927	0.841254	0.849777	0.858022	0.862730	0.866332	0.872138	0.874901	0.876063	0.871681	0.885460
10.0	0.811196	0.821085	0.830075	0.840872	0.849125	0.855451	0.860530	0.864649	0.871739	0.873652	0.876756	0.871906	0.864999
50.0	0.794465	0.803819	0.812423	0.821868	0.829816	0.836501	0.840318	0.843797	0.847901	0.849042	0.844048	0.837793	0.828707

Table shape: 7 rows × 13 columns

v_measure (gamma × epsilon) - hog_24_16_5

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▶

epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.879839	0.881811	0.882712	0.883033	0.884239	0.882156	0.878755	0.876108	0.862261	0.855332	0.816473	0.759257	0.697218
1.5	0.880318	0.883348	0.883758	0.883437	0.883772	0.881427	0.878598	0.876644	0.865196	0.858358	0.823151	0.774077	0.714594
2.0	0.878978	0.882654	0.883846	0.882626	0.885414	0.882069	0.879463	0.876764	0.866928	0.859158	0.826492	0.782909	0.723918
2.5	0.876527	0.879456	0.881036	0.882177	0.881639	0.879821	0.878470	0.877276	0.867344	0.861183	0.829784	0.786528	0.735564
5.0	0.874781	0.877269	0.879625	0.879599	0.880740	0.878977	0.875396	0.873846	0.863771	0.859785	0.830899	0.794027	0.755957
10.0	0.875659	0.879337	0.880441	0.882014	0.883242	0.880587	0.878949	0.876829	0.870393	0.865272	0.841108	0.809482	0.775944
50.0	0.868825	0.872670	0.875081	0.876822	0.879050	0.878577	0.877616	0.876091	0.871014	0.868680	0.852420	0.836298	0.816421

Table shape: 7 rows × 13 columns

purity (gamma × epsilon) - hog_24_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.879306	0.860271	0.843763	0.822960	0.809484	0.784637	0.762907	0.746736	0.691990	0.664870	0.551588	0.434178	0.341363
1.5	0.880064	0.868273	0.848311	0.824728	0.808641	0.783879	0.764339	0.749347	0.699402	0.674219	0.571633	0.459951	0.360987
2.0	0.880569	0.868778	0.855302	0.825234	0.811000	0.784385	0.766192	0.749937	0.705045	0.676661	0.579045	0.470311	0.375221
2.5	0.881412	0.869704	0.856650	0.836436	0.811842	0.785227	0.765518	0.750779	0.705045	0.683231	0.583677	0.475785	0.388444
5.0	0.886465	0.872315	0.860103	0.839973	0.827171	0.801735	0.782953	0.767792	0.717763	0.700665	0.607597	0.509896	0.412617
10.0	0.894045	0.883938	0.865240	0.846795	0.832561	0.807462	0.790702	0.777815	0.740588	0.717342	0.632528	0.543755	0.465931
50.0	0.904658	0.896319	0.882928	0.866504	0.855470	0.834162	0.822202	0.805525	0.774615	0.761476	0.698981	0.648530	0.601196

Table shape: 7 rows × 13 columns

inverse_purity (gamma × epsilon) - hog_24_16_5

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▶

epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.572475	0.601280	0.629748	0.663859	0.690137	0.718353	0.734861	0.750274	0.776552	0.788259	0.816895	0.826666	0.835762
1.5	0.571717	0.601028	0.628148	0.662090	0.688705	0.717426	0.733681	0.749095	0.776383	0.788259	0.814116	0.825234	0.834162
2.0	0.555630	0.588057	0.615346	0.651225	0.688369	0.716752	0.733429	0.748926	0.776299	0.788259	0.813948	0.828266	0.832645
2.5	0.550661	0.580140	0.607766	0.641371	0.669334	0.700076	0.721132	0.748168	0.776720	0.788175	0.813274	0.822539	0.830877
5.0	0.547376	0.576771	0.603723	0.637497	0.662596	0.690811	0.707656	0.722395	0.749095	0.762234	0.787248	0.797271	0.824560
10.0	0.545608	0.574581	0.602038	0.635560	0.660659	0.684747	0.703276	0.717931	0.747242	0.758444	0.784974	0.794071	0.798282
50.0	0.494483	0.522025	0.548387	0.578371	0.600270	0.622252	0.635391	0.650804	0.678430	0.689127	0.706224	0.713131	0.713046

Table shape: 7 rows × 13 columns

f1_score (gamma × epsilon) - hog_24_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.558325	0.546697	0.533087	0.521166	0.512577	0.490139	0.474330	0.459097	0.398188	0.378336	0.318348	0.225378	0.162366
1.5	0.560887	0.566590	0.542512	0.529653	0.514562	0.487074	0.474857	0.465438	0.419597	0.389310	0.331272	0.272254	0.198344
2.0	0.462670	0.498074	0.491550	0.472422	0.531411	0.492290	0.477151	0.464606	0.425211	0.392987	0.340455	0.288514	0.221523
2.5	0.425482	0.439100	0.441696	0.445727	0.431321	0.414854	0.428403	0.468789	0.428051	0.411033	0.356029	0.312138	0.253084
5.0	0.415931	0.427612	0.442830	0.436181	0.435008	0.420105	0.393090	0.403884	0.372247	0.361041	0.314511	0.274988	0.295589
10.0	0.422720	0.443017	0.450636	0.464152	0.471445	0.453261	0.453618	0.431564	0.415165	0.408033	0.380023	0.339777	0.306343
50.0	0.312328	0.337707	0.358333	0.378812	0.394116	0.393685	0.388971	0.394789	0.387466	0.387813	0.369133	0.353771	0.335260

Table shape: 7 rows × 13 columns

accuracy_optimal_match (gamma × epsilon) - hog_24_16_5

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▶

epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.533648	0.550156	0.568011	0.591594	0.610882	0.624021	0.624105	0.627474	0.609618	0.596985	0.520509	0.418176	0.333109
1.5	0.533142	0.556978	0.571802	0.592858	0.610124	0.623600	0.625874	0.630001	0.616693	0.605913	0.538617	0.441759	0.352649
2.0	0.517308	0.544092	0.565906	0.582161	0.610798	0.623600	0.627053	0.630338	0.621747	0.608271	0.544850	0.452034	0.364946
2.5	0.512423	0.536343	0.558663	0.582077	0.592015	0.607007	0.614925	0.631012	0.621663	0.614672	0.548977	0.457593	0.379601
5.0	0.511834	0.533395	0.555294	0.580308	0.598669	0.611556	0.615767	0.619978	0.606165	0.604649	0.544934	0.464331	0.401247
10.0	0.515876	0.539544	0.556978	0.581909	0.599175	0.611303	0.617199	0.624526	0.624442	0.616693	0.567422	0.492462	0.423313
50.0	0.473848	0.497936	0.519919	0.545608	0.564979	0.575339	0.582751	0.589320	0.594205	0.594795	0.552767	0.510318	0.464836

Table shape: 7 rows × 13 columns

n_samples (gamma × epsilon) - hog_32_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
1.5	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
2.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
2.5	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
5.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
10.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
50.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0

Table shape: 7 rows × 13 columns

n_clusters_reference (gamma × epsilon) - hog_32_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
1.5	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
2.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
2.5	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
5.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
10.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
50.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0

Table shape: 7 rows × 13 columns

n_clusters_predicted (gamma × epsilon) - hog_32_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	10822.0	10708.0	10568.0	10324.0	10084.0	9652.0	9252.0	8771.0	7439.0	6796.0	4608.0	3448.0	2644.0
1.5	10824.0	10708.0	10571.0	10325.0	10088.0	9657.0	9258.0	8772.0	7441.0	6797.0	4608.0	3451.0	2645.0
2.0	10827.0	10720.0	10591.0	10365.0	10143.0	9745.0	9371.0	8907.0	7611.0	6967.0	4610.0	3456.0	2646.0
2.5	10839.0	10735.0	10618.0	10409.0	10202.0	9807.0	9434.0	8974.0	7686.0	7057.0	4874.0	3459.0	2650.0
5.0	10910.0	10833.0	10723.0	10516.0	10310.0	9908.0	9525.0	9059.0	7753.0	7121.0	4949.0	3796.0	2994.0
10.0	11003.0	10912.0	10804.0	10586.0	10362.0	9952.0	9561.0	9091.0	7776.0	7139.0	4972.0	3827.0	3028.0
50.0	11290.0	11191.0	11089.0	10869.0	10656.0	10254.0	9877.0	9413.0	8108.0	7481.0	5356.0	4284.0	3641.0

Table shape: 7 rows × 13 columns

adjusted_rand_index (gamma × epsilon) - hog_32_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.236938	0.322827	0.347607	0.356983	0.387298	0.403659	0.419140	0.429105	0.482719	0.490933	0.481704	0.428366	0.366233
1.5	0.173062	0.173342	0.180481	0.193678	0.211140	0.238857	0.261198	0.297043	0.400158	0.487747	0.481192	0.445208	0.384754
2.0	0.160303	0.150739	0.156360	0.163727	0.168792	0.195464	0.212987	0.229190	0.307218	0.333334	0.480769	0.456416	0.394959
2.5	0.134877	0.133292	0.132199	0.144894	0.156044	0.180721	0.202136	0.222263	0.301248	0.336769	0.380561	0.455192	0.407671
5.0	0.106660	0.108128	0.113250	0.128580	0.142979	0.170982	0.193394	0.217332	0.299148	0.339572	0.419836	0.378444	0.367278
10.0	0.061352	0.067429	0.089333	0.107672	0.128427	0.170660	0.192926	0.218932	0.306890	0.348560	0.434203	0.443308	0.428630
50.0	0.016854	0.020280	0.025330	0.036609	0.049014	0.076652	0.094519	0.125067	0.208162	0.257318	0.363613	0.387079	0.381430

Table shape: 7 rows × 13 columns

normalized_mutual_info (gamma × epsilon) - hog_32_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.839075	0.839715	0.840522	0.841838	0.843698	0.846173	0.848653	0.851402	0.861452	0.865582	0.875663	0.870457	0.852907
1.5	0.838323	0.838404	0.839335	0.840422	0.841867	0.844617	0.846890	0.850074	0.860697	0.865537	0.875666	0.871979	0.855364
2.0	0.838108	0.838550	0.838928	0.839814	0.840380	0.842789	0.844796	0.846820	0.856253	0.860308	0.875634	0.873787	0.856841
2.5	0.837403	0.837853	0.838384	0.838801	0.839524	0.841644	0.843690	0.845925	0.855251	0.859877	0.870157	0.874151	0.858908
5.0	0.835930	0.836161	0.836680	0.837723	0.838750	0.840592	0.842732	0.845372	0.854896	0.860111	0.872596	0.868213	0.857210
10.0	0.833819	0.834482	0.835647	0.836908	0.838298	0.841291	0.843328	0.846058	0.855957	0.861269	0.873999	0.872497	0.863054
50.0	0.829983	0.830652	0.831359	0.832617	0.833822	0.836456	0.838447	0.841805	0.850772	0.855880	0.870331	0.871562	0.867555

Table shape: 7 rows × 13 columns

adjusted_mutual_info (gamma × epsilon) - hog_32_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.188423	0.202304	0.218973	0.243982	0.270930	0.312853	0.348232	0.389561	0.498983	0.542857	0.658268	0.681752	0.670789
1.5	0.180425	0.190573	0.205681	0.231476	0.255575	0.299431	0.335002	0.380498	0.494261	0.542554	0.658283	0.684297	0.674732
2.0	0.177641	0.185229	0.198044	0.219599	0.238921	0.279011	0.311828	0.351893	0.463487	0.510521	0.657953	0.687363	0.677143
2.5	0.169153	0.177092	0.187630	0.208567	0.227520	0.267087	0.300695	0.342530	0.454966	0.502729	0.627915	0.687645	0.680626
5.0	0.148294	0.154748	0.166053	0.188585	0.209969	0.251937	0.288355	0.332301	0.449670	0.499794	0.630028	0.657573	0.658832
10.0	0.122593	0.132979	0.150254	0.175936	0.201636	0.248892	0.285787	0.331211	0.449851	0.500628	0.630763	0.662841	0.666398
50.0	0.067022	0.078316	0.091017	0.116894	0.140607	0.186529	0.223414	0.272878	0.394059	0.447453	0.589609	0.626569	0.635227

Table shape: 7 rows × 13 columns

fowlkes_mallows_index (gamma × epsilon) - hog_32_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.337286	0.396308	0.413398	0.418158	0.441338	0.447943	0.456729	0.456689	0.494582	0.495433	0.492805	0.457438	0.411973
1.5	0.282459	0.266805	0.272569	0.276964	0.290156	0.306781	0.318879	0.340019	0.419802	0.492322	0.492375	0.470746	0.425486
2.0	0.271566	0.260775	0.251417	0.253782	0.250670	0.267627	0.277629	0.276626	0.335065	0.346715	0.491558	0.479682	0.433200
2.5	0.247266	0.243456	0.240130	0.233773	0.239440	0.253437	0.267484	0.271081	0.330532	0.355999	0.383436	0.477285	0.443329
5.0	0.218808	0.217534	0.220222	0.231924	0.240533	0.249609	0.262155	0.274079	0.330297	0.361965	0.422489	0.385304	0.378005
10.0	0.159808	0.167010	0.194471	0.212423	0.229661	0.265908	0.277363	0.287267	0.349664	0.380967	0.439663	0.445587	0.431460
50.0	0.080750	0.088811	0.100084	0.118867	0.137455	0.171559	0.188862	0.218995	0.288186	0.328434	0.402251	0.416307	0.403797

Table shape: 7 rows × 13 columns

homogeneity (gamma × epsilon) - hog_32_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.993139	0.991097	0.989119	0.986371	0.984026	0.978836	0.974703	0.968494	0.953035	0.943545	0.901221	0.865176	0.821222
1.5	0.993484	0.991440	0.990295	0.986922	0.984522	0.979734	0.975226	0.968949	0.953623	0.943583	0.901210	0.868147	0.825617
2.0	0.993658	0.993152	0.991186	0.988463	0.985309	0.981003	0.977039	0.970234	0.955202	0.945538	0.901405	0.871465	0.828195
2.5	0.993964	0.993373	0.992408	0.988701	0.986054	0.981394	0.977467	0.970885	0.955973	0.948157	0.907658	0.872485	0.831548
5.0	0.994980	0.994223	0.993109	0.990745	0.988397	0.982750	0.978518	0.972669	0.957131	0.950182	0.914351	0.880374	0.847085
10.0	0.995439	0.994923	0.994069	0.991668	0.989291	0.985252	0.980780	0.974806	0.960121	0.953293	0.918710	0.891125	0.859796
50.0	0.997181	0.996687	0.995993	0.994039	0.992183	0.988713	0.985152	0.981063	0.967767	0.961820	0.935357	0.916526	0.899015

Table shape: 7 rows × 13 columns

completeness (gamma × epsilon) - hog_32_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.726391	0.728451	0.730742	0.734249	0.738398	0.745178	0.751472	0.759569	0.785927	0.799519	0.851515	0.875803	0.887134
1.5	0.725081	0.726295	0.728312	0.731794	0.735322	0.742252	0.748403	0.757180	0.784273	0.799415	0.851531	0.875845	0.887336
2.0	0.724667	0.725597	0.727218	0.730029	0.732619	0.738712	0.744084	0.751259	0.775880	0.789172	0.851295	0.876121	0.887540
2.5	0.723452	0.724437	0.725747	0.728371	0.730909	0.736733	0.742123	0.749464	0.773731	0.786636	0.835632	0.875823	0.888129
5.0	0.720722	0.721463	0.722825	0.725647	0.728459	0.734364	0.740039	0.747538	0.772394	0.785638	0.834489	0.856384	0.867580
10.0	0.717349	0.718600	0.720778	0.723931	0.727293	0.734037	0.739668	0.747350	0.772183	0.785448	0.833438	0.854631	0.866336
50.0	0.710802	0.712036	0.713432	0.716298	0.719055	0.724835	0.729772	0.737166	0.759013	0.770963	0.813758	0.830803	0.838222

Table shape: 7 rows × 13 columns

v_measure (gamma × epsilon) - hog_32_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.839075	0.839715	0.840522	0.841838	0.843698	0.846173	0.848653	0.851402	0.861452	0.865582	0.875663	0.870457	0.852907
1.5	0.838323	0.838404	0.839335	0.840422	0.841867	0.844617	0.846890	0.850074	0.860697	0.865537	0.875666	0.871979	0.855364
2.0	0.838108	0.838550	0.838928	0.839814	0.840380	0.842789	0.844796	0.846820	0.856253	0.860308	0.875634	0.873787	0.856841
2.5	0.837403	0.837853	0.838384	0.838801	0.839524	0.841644	0.843690	0.845925	0.855251	0.859877	0.870157	0.874151	0.858908
5.0	0.835930	0.836161	0.836680	0.837723	0.838750	0.840592	0.842732	0.845372	0.854896	0.860111	0.872596	0.868213	0.857210
10.0	0.833819	0.834482	0.835647	0.836908	0.838298	0.841291	0.843328	0.846058	0.855957	0.861269	0.873999	0.872497	0.863054
50.0	0.829983	0.830652	0.831359	0.832617	0.833822	0.836456	0.838447	0.841805	0.850772	0.855880	0.870331	0.871562	0.867555

Table shape: 7 rows × 13 columns

purity (gamma × epsilon) - hog_32_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.988714	0.984166	0.979870	0.974143	0.969174	0.959151	0.950392	0.939695	0.909711	0.894298	0.813526	0.750105	0.665965
1.5	0.988714	0.983829	0.981134	0.974143	0.968668	0.959656	0.950392	0.939695	0.910385	0.894298	0.813526	0.753306	0.675903
2.0	0.988798	0.987366	0.982144	0.976333	0.969005	0.961004	0.952581	0.940874	0.911648	0.895814	0.813611	0.759454	0.678851
2.5	0.988882	0.987451	0.985092	0.976586	0.969932	0.961088	0.953003	0.941716	0.912575	0.898088	0.824981	0.761391	0.682894
5.0	0.990061	0.988293	0.985850	0.980797	0.975912	0.962688	0.954013	0.943569	0.914259	0.900868	0.833572	0.771751	0.698644
10.0	0.990398	0.989051	0.987114	0.982060	0.976922	0.968668	0.959067	0.947696	0.918807	0.905500	0.838120	0.783964	0.720458
50.0	0.993262	0.992083	0.990146	0.985682	0.981134	0.973638	0.964963	0.956877	0.927314	0.913754	0.857829	0.816559	0.777394

Table shape: 7 rows × 13 columns

inverse_purity (gamma × epsilon) - hog_32_8_5

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▶

epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.236503	0.253179	0.262360	0.276089	0.291839	0.318959	0.340857	0.368736	0.457088	0.497936	0.652068	0.727702	0.770993
1.5	0.232208	0.237261	0.244673	0.258486	0.273057	0.300514	0.322918	0.352565	0.446307	0.497684	0.652068	0.727533	0.769982
2.0	0.231113	0.234903	0.242988	0.256548	0.269856	0.297229	0.317443	0.345658	0.433589	0.475448	0.651647	0.727449	0.769730
2.5	0.229512	0.233892	0.241220	0.255032	0.269182	0.295208	0.316095	0.344732	0.432831	0.473596	0.625705	0.726775	0.770151
5.0	0.225975	0.230691	0.238440	0.252337	0.266150	0.292849	0.314664	0.342626	0.431231	0.472332	0.624442	0.698644	0.743030
10.0	0.215952	0.222269	0.233218	0.246863	0.262528	0.291923	0.313147	0.341868	0.428872	0.469553	0.619641	0.692748	0.738482
50.0	0.200286	0.205677	0.211909	0.223195	0.236082	0.260760	0.279205	0.306746	0.383980	0.422134	0.558494	0.625200	0.664365

Table shape: 7 rows × 13 columns

f1_score (gamma × epsilon) - hog_32_8_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.237770	0.323903	0.348739	0.358150	0.388505	0.404940	0.420467	0.430532	0.484265	0.492639	0.484013	0.431224	0.369658
1.5	0.173718	0.174093	0.181259	0.194549	0.212079	0.239932	0.262394	0.298416	0.401754	0.489461	0.483505	0.447928	0.388008
2.0	0.160915	0.151330	0.157053	0.164475	0.169614	0.196432	0.214059	0.230482	0.308807	0.335195	0.483076	0.459046	0.398122
2.5	0.135407	0.133827	0.132741	0.145592	0.156817	0.181651	0.203182	0.223529	0.302818	0.338485	0.382995	0.457812	0.410728
5.0	0.107089	0.108575	0.113727	0.129133	0.143615	0.171836	0.194389	0.218495	0.300688	0.341222	0.421896	0.381117	0.370132
10.0	0.061624	0.067730	0.089718	0.108138	0.128991	0.171392	0.193787	0.219978	0.308262	0.350039	0.436054	0.445324	0.430883
50.0	0.016936	0.020378	0.025450	0.036787	0.049250	0.077021	0.094979	0.125660	0.209088	0.258384	0.364997	0.388552	0.383015

Table shape: 7 rows × 13 columns

accuracy_optimal_match (gamma × epsilon) - hog_32_8_5

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▶

epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.234818	0.248042	0.254948	0.267835	0.281900	0.305820	0.325613	0.352565	0.432747	0.467868	0.574918	0.605070	0.581403
1.5	0.230523	0.232208	0.238777	0.250316	0.263202	0.287459	0.307841	0.336478	0.422724	0.467616	0.574918	0.607681	0.589741
2.0	0.229428	0.232966	0.237598	0.250232	0.260254	0.284680	0.303041	0.329656	0.410090	0.445633	0.574749	0.613324	0.592437
2.5	0.227912	0.232039	0.238693	0.248716	0.260002	0.282658	0.301946	0.328729	0.409332	0.444622	0.558410	0.614335	0.596227
5.0	0.224627	0.228839	0.235913	0.249305	0.262192	0.281563	0.300935	0.327129	0.408069	0.444706	0.564558	0.596143	0.583340
10.0	0.214605	0.220669	0.231028	0.244589	0.259075	0.286196	0.304220	0.329740	0.409922	0.446054	0.564642	0.603723	0.600354
50.0	0.199865	0.205256	0.211320	0.222353	0.234734	0.257138	0.273899	0.300598	0.372526	0.406300	0.523120	0.569443	0.577445

Table shape: 7 rows × 13 columns

n_samples (gamma × epsilon) - hog_32_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
1.5	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
2.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
2.5	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
5.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
10.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0
50.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0	11873.0

Table shape: 7 rows × 13 columns

n_clusters_reference (gamma × epsilon) - hog_32_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
1.5	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
2.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
2.5	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
5.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
10.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0
50.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0	2098.0

Table shape: 7 rows × 13 columns

n_clusters_predicted (gamma × epsilon) - hog_32_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	10859.0	10750.0	10614.0	10344.0	10078.0	9645.0	9253.0	8732.0	7376.0	6705.0	4562.0	3454.0	2608.0
1.5	10860.0	10753.0	10617.0	10345.0	10081.0	9650.0	9259.0	8737.0	7376.0	6709.0	4564.0	3459.0	2612.0
2.0	10863.0	10757.0	10631.0	10371.0	10131.0	9735.0	9372.0	8874.0	7558.0	6899.0	4565.0	3461.0	2617.0
2.5	10866.0	10769.0	10650.0	10412.0	10183.0	9788.0	9429.0	8940.0	7629.0	6974.0	4852.0	3463.0	2619.0
5.0	10916.0	10839.0	10743.0	10521.0	10291.0	9890.0	9522.0	9020.0	7690.0	7034.0	4913.0	3801.0	2961.0
10.0	10998.0	10929.0	10824.0	10592.0	10341.0	9936.0	9564.0	9051.0	7711.0	7051.0	4935.0	3839.0	3002.0
50.0	11296.0	11223.0	11111.0	10884.0	10643.0	10244.0	9883.0	9388.0	8057.0	7405.0	5315.0	4268.0	3559.0

Table shape: 7 rows × 13 columns

adjusted_rand_index (gamma × epsilon) - hog_32_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.231887	0.235131	0.347832	0.355790	0.378932	0.408312	0.418725	0.433680	0.476878	0.471475	0.464822	0.416298	0.355560
1.5	0.174572	0.172529	0.176672	0.196649	0.218588	0.254259	0.259691	0.287872	0.397868	0.487518	0.482081	0.455834	0.380648
2.0	0.152121	0.152869	0.151204	0.154054	0.170818	0.195039	0.209406	0.234244	0.307953	0.331703	0.476372	0.464294	0.408372
2.5	0.135780	0.140103	0.133207	0.142750	0.154130	0.180185	0.198000	0.229071	0.303455	0.335186	0.372352	0.461029	0.415382
5.0	0.105020	0.108024	0.110085	0.127777	0.145383	0.171574	0.188946	0.223753	0.307229	0.349104	0.417960	0.398586	0.352591
10.0	0.053883	0.065450	0.078976	0.109768	0.128954	0.169721	0.188391	0.223878	0.310964	0.351576	0.440481	0.434211	0.423274
50.0	0.014303	0.016514	0.021650	0.035331	0.050447	0.077085	0.093996	0.125907	0.221074	0.275614	0.368834	0.383945	0.390284

Table shape: 7 rows × 13 columns

normalized_mutual_info (gamma × epsilon) - hog_32_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.839014	0.838800	0.840314	0.842098	0.844025	0.847514	0.849239	0.852521	0.862773	0.865741	0.875988	0.871366	0.853444
1.5	0.838319	0.838494	0.839030	0.840743	0.842550	0.845690	0.847346	0.851128	0.861935	0.866824	0.876562	0.874421	0.855389
2.0	0.837876	0.838116	0.838888	0.839827	0.841271	0.843442	0.845128	0.848145	0.857517	0.861191	0.876052	0.875032	0.858398
2.5	0.837492	0.837656	0.838282	0.839055	0.840127	0.842369	0.844074	0.847423	0.856690	0.860762	0.870401	0.875479	0.859873
5.0	0.836052	0.836112	0.836733	0.838322	0.839675	0.841510	0.843253	0.846764	0.856522	0.861538	0.874134	0.870498	0.856040
10.0	0.833928	0.834125	0.835329	0.837279	0.838873	0.841907	0.843737	0.847425	0.857337	0.862228	0.875433	0.873356	0.862694
50.0	0.829925	0.830280	0.831201	0.832785	0.834352	0.836972	0.838982	0.842397	0.852575	0.857752	0.871991	0.873478	0.868538

Table shape: 7 rows × 13 columns

adjusted_mutual_info (gamma × epsilon) - hog_32_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.183761	0.192487	0.212559	0.243238	0.270845	0.315660	0.348633	0.395634	0.505612	0.548484	0.660865	0.683154	0.673002
1.5	0.176627	0.185321	0.198864	0.231175	0.258237	0.302782	0.334892	0.383978	0.501101	0.550425	0.661388	0.688800	0.675562
2.0	0.171536	0.180501	0.192283	0.218821	0.242367	0.280300	0.311471	0.357776	0.469101	0.516457	0.659676	0.689834	0.679716
2.5	0.166981	0.175149	0.184637	0.209703	0.230228	0.269295	0.301153	0.349097	0.461719	0.510177	0.629052	0.689843	0.682001
5.0	0.148075	0.153526	0.163238	0.191194	0.214550	0.254839	0.288504	0.339678	0.457776	0.508237	0.634130	0.662114	0.657730
10.0	0.121443	0.129592	0.144216	0.178145	0.205327	0.250567	0.285336	0.338134	0.457415	0.508091	0.635335	0.664455	0.666191
50.0	0.063661	0.071508	0.086107	0.115582	0.143165	0.187796	0.223557	0.276819	0.404326	0.460093	0.595612	0.632289	0.640739

Table shape: 7 rows × 13 columns

fowlkes_mallows_index (gamma × epsilon) - hog_32_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.334179	0.324521	0.415251	0.417952	0.435278	0.457247	0.458985	0.462517	0.487999	0.474199	0.478080	0.446592	0.404619
1.5	0.284198	0.279850	0.270400	0.281284	0.298561	0.324732	0.320514	0.338031	0.415824	0.491826	0.492497	0.478830	0.423310
2.0	0.264823	0.262636	0.258890	0.242006	0.255295	0.269691	0.276699	0.288479	0.337778	0.344585	0.486235	0.485690	0.442648
2.5	0.249028	0.250124	0.241723	0.229830	0.238075	0.255598	0.265552	0.287221	0.334702	0.352196	0.375366	0.480157	0.448155
5.0	0.217766	0.218119	0.218751	0.232612	0.247595	0.253291	0.262152	0.288287	0.343472	0.376631	0.420989	0.402999	0.366030
10.0	0.149632	0.163651	0.183554	0.213608	0.229944	0.267922	0.276108	0.300363	0.357496	0.384636	0.447259	0.436398	0.426248
50.0	0.075906	0.079646	0.092611	0.117443	0.141403	0.175203	0.191069	0.220768	0.303165	0.343350	0.408583	0.414906	0.411538

Table shape: 7 rows × 13 columns

homogeneity (gamma × epsilon) - hog_32_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.994000	0.991572	0.990084	0.987160	0.984880	0.981373	0.976089	0.969346	0.953688	0.940863	0.900009	0.866701	0.820642
1.5	0.994235	0.992855	0.991098	0.987716	0.985428	0.981343	0.976422	0.970683	0.953949	0.943254	0.901787	0.872268	0.824853
2.0	0.994425	0.993134	0.992437	0.988703	0.986561	0.982236	0.977985	0.971821	0.956373	0.945233	0.901586	0.873494	0.831064
2.5	0.994587	0.993279	0.992788	0.989018	0.986831	0.982571	0.978308	0.972738	0.957168	0.947147	0.907613	0.875182	0.833641
5.0	0.995298	0.994355	0.993812	0.991550	0.989506	0.984202	0.979790	0.974015	0.958388	0.950528	0.916415	0.884339	0.844203
10.0	0.995932	0.994786	0.994600	0.992018	0.989784	0.986302	0.981909	0.976225	0.960914	0.952650	0.920184	0.892400	0.858877
50.0	0.997636	0.997066	0.996526	0.994648	0.992848	0.989610	0.986345	0.981462	0.968821	0.961723	0.936740	0.918535	0.898052

Table shape: 7 rows × 13 columns

completeness (gamma × epsilon) - hog_32_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.725840	0.726819	0.729901	0.734207	0.738418	0.745790	0.751567	0.760827	0.787684	0.801728	0.853216	0.876081	0.888977
1.5	0.724675	0.725673	0.727420	0.731843	0.735857	0.742986	0.748412	0.757794	0.786111	0.801852	0.852710	0.876583	0.888272
2.0	0.723913	0.724957	0.726486	0.729918	0.733281	0.739016	0.744051	0.752394	0.777184	0.790873	0.851924	0.876576	0.887590
2.5	0.723255	0.724193	0.725390	0.728582	0.731397	0.737181	0.742232	0.750711	0.775302	0.788818	0.836120	0.875776	0.887809
5.0	0.720735	0.721320	0.722532	0.726113	0.729251	0.734955	0.740115	0.748921	0.774230	0.787784	0.835582	0.857085	0.868215
10.0	0.717256	0.718143	0.720028	0.724300	0.727892	0.734391	0.739655	0.748650	0.773916	0.787482	0.834833	0.855107	0.866546
50.0	0.710486	0.711296	0.712926	0.716230	0.719494	0.725128	0.729929	0.737850	0.761236	0.774068	0.815614	0.832635	0.840902

Table shape: 7 rows × 13 columns

v_measure (gamma × epsilon) - hog_32_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.839014	0.838800	0.840314	0.842098	0.844025	0.847514	0.849239	0.852521	0.862773	0.865741	0.875988	0.871366	0.853444
1.5	0.838319	0.838494	0.839030	0.840743	0.842550	0.845690	0.847346	0.851128	0.861935	0.866824	0.876562	0.874421	0.855389
2.0	0.837876	0.838116	0.838888	0.839827	0.841271	0.843442	0.845128	0.848145	0.857517	0.861191	0.876052	0.875032	0.858398
2.5	0.837492	0.837656	0.838282	0.839055	0.840127	0.842369	0.844074	0.847423	0.856690	0.860762	0.870401	0.875479	0.859873
5.0	0.836052	0.836112	0.836733	0.838322	0.839675	0.841510	0.843253	0.846764	0.856522	0.861538	0.874134	0.870498	0.856040
10.0	0.833928	0.834125	0.835329	0.837279	0.838873	0.841907	0.843737	0.847425	0.857337	0.862228	0.875433	0.873356	0.862694
50.0	0.829925	0.830280	0.831201	0.832785	0.834352	0.836972	0.838982	0.842397	0.852575	0.857752	0.871991	0.873478	0.868538

Table shape: 7 rows × 13 columns

purity (gamma × epsilon) - hog_32_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.990146	0.984166	0.981386	0.975575	0.971027	0.964204	0.953508	0.942390	0.911817	0.890592	0.810326	0.749179	0.666217
1.5	0.990146	0.987114	0.982565	0.975575	0.971027	0.963362	0.953255	0.942896	0.911817	0.893961	0.812853	0.759875	0.670513
2.0	0.990146	0.987198	0.985682	0.976501	0.972206	0.964036	0.955024	0.943991	0.913501	0.895477	0.810916	0.760718	0.681041
2.5	0.990146	0.987198	0.985850	0.976922	0.972374	0.963952	0.955361	0.945254	0.914512	0.896909	0.822875	0.761728	0.683568
5.0	0.990567	0.988293	0.987029	0.982397	0.977933	0.965973	0.957214	0.946012	0.915860	0.899604	0.833740	0.775204	0.696033
10.0	0.991241	0.988714	0.988040	0.982818	0.978270	0.970606	0.961425	0.950981	0.919481	0.903815	0.837362	0.785059	0.714984
50.0	0.994020	0.992420	0.990988	0.986861	0.982734	0.975322	0.968163	0.958393	0.929757	0.915607	0.861703	0.819928	0.775036

Table shape: 7 rows × 13 columns

inverse_purity (gamma × epsilon) - hog_32_16_5

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▶

epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.234482	0.240125	0.258991	0.276931	0.292934	0.318706	0.340184	0.373452	0.462141	0.505180	0.655352	0.726185	0.774194
1.5	0.230860	0.234903	0.241388	0.259917	0.275667	0.301188	0.322496	0.355260	0.451781	0.505854	0.655268	0.728038	0.773520
2.0	0.228502	0.233302	0.239367	0.256885	0.271962	0.296303	0.318201	0.349027	0.438221	0.483113	0.652826	0.727280	0.770319
2.5	0.226986	0.232376	0.238356	0.255875	0.269940	0.294534	0.315758	0.348775	0.436958	0.481513	0.628316	0.724248	0.770067
5.0	0.223869	0.229091	0.235071	0.253516	0.268761	0.293018	0.313905	0.347174	0.436284	0.478228	0.626969	0.698644	0.746062
10.0	0.211994	0.220416	0.229512	0.249558	0.264634	0.291923	0.312558	0.346164	0.434600	0.476965	0.624442	0.692411	0.741009
50.0	0.197675	0.203318	0.209972	0.224206	0.239198	0.260844	0.280721	0.309947	0.392824	0.436874	0.563042	0.623852	0.669502

Table shape: 7 rows × 13 columns

f1_score (gamma × epsilon) - hog_32_16_5

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▶

epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.232700	0.236031	0.348952	0.356949	0.380126	0.409544	0.420025	0.435083	0.478454	0.473337	0.467253	0.419240	0.359090
1.5	0.175230	0.173195	0.177430	0.197517	0.219532	0.255327	0.260854	0.289159	0.399499	0.489243	0.484375	0.458463	0.383948
2.0	0.152703	0.153468	0.151809	0.154788	0.171625	0.195983	0.210446	0.235456	0.309508	0.333580	0.478680	0.466857	0.411409
2.5	0.136309	0.140661	0.133750	0.143453	0.154893	0.181090	0.199016	0.230233	0.304991	0.336953	0.374831	0.463576	0.418360
5.0	0.105439	0.108466	0.110543	0.128320	0.145999	0.172405	0.189890	0.224842	0.308687	0.350654	0.419993	0.401062	0.355594
10.0	0.054123	0.065745	0.079315	0.110247	0.129522	0.170432	0.189218	0.224859	0.312290	0.353042	0.442267	0.436284	0.425559
50.0	0.014370	0.016595	0.021753	0.035500	0.050683	0.077441	0.094440	0.126498	0.222006	0.276723	0.370200	0.385399	0.391872

Table shape: 7 rows × 13 columns

accuracy_optimal_match (gamma × epsilon) - hog_32_16_5

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epsilon	0.0005	0.001	0.002	0.005	0.01	0.025	0.05	0.1	0.5	1.0	10.0	50.0	200.0
gamma
1.0	0.233134	0.235155	0.252590	0.269098	0.284595	0.309273	0.327129	0.358123	0.438053	0.471827	0.573570	0.605576	0.584351
1.5	0.229428	0.232797	0.236335	0.252253	0.267413	0.291502	0.309610	0.340689	0.427777	0.475617	0.577108	0.615177	0.587215
2.0	0.227238	0.231197	0.237093	0.249726	0.264297	0.286617	0.305820	0.334456	0.415649	0.453045	0.574834	0.615262	0.596479
2.5	0.225722	0.230355	0.236166	0.248716	0.262276	0.284848	0.303377	0.334372	0.414386	0.451444	0.560179	0.613577	0.598922
5.0	0.222606	0.227407	0.233218	0.250737	0.265645	0.284511	0.302872	0.332856	0.413964	0.449760	0.565316	0.599596	0.581993
10.0	0.210730	0.218732	0.227996	0.246947	0.261518	0.287964	0.305651	0.336646	0.416239	0.452792	0.565653	0.604733	0.597153
50.0	0.197338	0.202729	0.209467	0.223280	0.238019	0.258738	0.276931	0.304641	0.382043	0.422050	0.530868	0.570538	0.582751

Table shape: 7 rows × 13 columns

HOG Configuration Comparison

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Best Parameters (ε=0.0010, γ=1.5000)

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	0
epsilon	0.001000
gamma	1.500000
n_samples	11873.000000
n_clusters_reference	2098.000000
n_clusters_predicted	5362.000000
adjusted_rand_index	0.565097
normalized_mutual_info	0.883348
adjusted_mutual_info	0.646232
fowlkes_mallows_index	0.568627
homogeneity	0.936377
completeness	0.836003
v_measure	0.883348
purity	0.868273
inverse_purity	0.601028
f1_score	0.566590
accuracy_optimal_match	0.556978

Table shape: 16 rows × 1 columns

Executive Summary

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▶

📊 Executive Summary

Clusters

5990

5082 singletons (84.8%)

Avg Purity

97.51%

Range: 14.3% - 100.0%

Avg Size

2.3

Largest: 391 patches

Key Findings

Best Parameters: ε=0.0010, γ=1.5000
Purest Cluster: #34 (100.0% purity)
Most Scattered Cluster: #196 (14.3% purity)
Largest Cluster: #0 (391 patches)

Average number of matches = f(epsilon)

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Cluster Size Distribution

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Purity of the clusters

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Compleness

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Hapax (Singleton Clusters)

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	Count	Percentage	Unique_Labels
0	5082	37.5971	1869

Table shape: 1 rows × 3 columns

Unknown Character Statistics (▯)

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	Total Unknown	Percentage	Clusters Containing Unknown	Pure Unknown Clusters
0	1644	12.162462	973	628

Table shape: 1 rows × 4 columns

Random Nearest Neighbor Examples (10 samples)

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▶

Example 1: Nearest Neighbors for Sample 11879

Example 2: Nearest Neighbors for Sample 9263

Example 3: Nearest Neighbors for Sample 7620

Example 4: Nearest Neighbors for Sample 8871

Example 5: Nearest Neighbors for Sample 13374

Example 6: Nearest Neighbors for Sample 3442

Example 7: Nearest Neighbors for Sample 12902

Example 8: Nearest Neighbors for Sample 7160

Example 9: Nearest Neighbors for Sample 10763

Example 10: Nearest Neighbors for Sample 1972

Example 11: Nearest Neighbors for Sample 12151

Example 12: Nearest Neighbors for Sample 1633

Example 13: Nearest Neighbors for Sample 8275

Example 14: Nearest Neighbors for Sample 3670

Example 15: Nearest Neighbors for Sample 526

Example 16: Nearest Neighbors for Sample 6531

Example 17: Nearest Neighbors for Sample 10918

Example 18: Nearest Neighbors for Sample 5978

Example 19: Nearest Neighbors for Sample 6139

Example 20: Nearest Neighbors for Sample 5057

Example 21: Nearest Neighbors for Sample 12295

Example 22: Nearest Neighbors for Sample 12145

Example 23: Nearest Neighbors for Sample 13264

Example 24: Nearest Neighbors for Sample 1709

Example 25: Nearest Neighbors for Sample 12186

Example 26: Nearest Neighbors for Sample 3747

Example 27: Nearest Neighbors for Sample 13208

Example 28: Nearest Neighbors for Sample 2993

Example 29: Nearest Neighbors for Sample 273

Example 30: Nearest Neighbors for Sample 7711

All Clusters Analysis (5990 clusters)

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▶

Cluster 0 - Representatives

Size: 391 | Purity: 90.72%

t-SNE Visualization

Cluster 1 - Representatives

Size: 268 | Purity: 16.33%

t-SNE Visualization

Cluster 2 - Representatives

Size: 147 | Purity: 68.38%

t-SNE Visualization

Cluster 3 - Representatives

Size: 145 | Purity: 91.34%

t-SNE Visualization

Cluster 4 - Representatives

Size: 139 | Purity: 38.52%

t-SNE Visualization

Cluster 5 - Representatives

Size: 126 | Purity: 88.18%

t-SNE Visualization

Cluster 6 - Representatives

Size: 124 | Purity: 72.32%

t-SNE Visualization

Cluster 7 - Representatives

Size: 123 | Purity: 90.83%

t-SNE Visualization

Cluster 8 - Representatives

Size: 116 | Purity: 77.68%

t-SNE Visualization

Cluster 9 - Representatives

Size: 112 | Purity: 56.38%

t-SNE Visualization

Cluster 10 - Representatives

Size: 110 | Purity: 92.78%

t-SNE Visualization

Cluster 11 - Representatives

Size: 105 | Purity: 86.81%

t-SNE Visualization

Cluster 12 - Representatives

Size: 98 | Purity: 58.33%

t-SNE Visualization

Cluster 13 - Representatives

Size: 96 | Purity: 86.81%

t-SNE Visualization

Cluster 14 - Representatives

Size: 96 | Purity: 91.86%

t-SNE Visualization

Cluster 15 - Representatives

Size: 88 | Purity: 46.15%

t-SNE Visualization

Cluster 17 - Representatives

Size: 87 | Purity: 91.67%

t-SNE Visualization

Cluster 16 - Representatives

Size: 87 | Purity: 93.33%

t-SNE Visualization

Cluster 18 - Representatives

Size: 86 | Purity: 52.05%

t-SNE Visualization

Cluster 19 - Representatives

Size: 84 | Purity: 89.04%

t-SNE Visualization

Cluster 20 - Representatives

Size: 80 | Purity: 91.43%

t-SNE Visualization

Cluster 21 - Representatives

Size: 76 | Purity: 91.04%

t-SNE Visualization

Cluster 22 - Representatives

Size: 73 | Purity: 79.63%

t-SNE Visualization

Cluster 23 - Representatives

Size: 73 | Purity: 72.58%

t-SNE Visualization

Cluster 24 - Representatives

Size: 71 | Purity: 95.00%

t-SNE Visualization

Cluster 25 - Representatives

Size: 70 | Purity: 43.55%

t-SNE Visualization

Cluster 26 - Representatives

Size: 67 | Purity: 50.00%

t-SNE Visualization

Cluster 27 - Representatives

Size: 64 | Purity: 94.74%

t-SNE Visualization

Cluster 28 - Representatives

Size: 58 | Purity: 94.34%

t-SNE Visualization

Cluster 29 - Representatives

Size: 57 | Purity: 47.92%

t-SNE Visualization

Cluster 30 - Representatives

Size: 57 | Purity: 84.31%

t-SNE Visualization

Cluster 31 - Representatives

Size: 54 | Purity: 56.86%

t-SNE Visualization

Cluster 32 - Representatives

Size: 49 | Purity: 97.50%

t-SNE Visualization

Cluster 33 - Representatives

Size: 49 | Purity: 85.37%

t-SNE Visualization

Cluster 34 - Representatives

Size: 45 | Purity: 100.00%

t-SNE Visualization

Cluster 35 - Representatives

Size: 41 | Purity: 85.71%

t-SNE Visualization

Cluster 37 - Representatives

Size: 41 | Purity: 75.00%

t-SNE Visualization

Cluster 36 - Representatives

Size: 41 | Purity: 21.88%

t-SNE Visualization

Cluster 38 - Representatives

Size: 40 | Purity: 94.74%

t-SNE Visualization

Cluster 39 - Representatives

Size: 39 | Purity: 67.74%

t-SNE Visualization

Cluster 40 - Representatives

Size: 39 | Purity: 50.00%

t-SNE Visualization

Cluster 41 - Representatives

Size: 38 | Purity: 83.33%

t-SNE Visualization

Cluster 42 - Representatives

Size: 38 | Purity: 30.30%

t-SNE Visualization

Cluster 43 - Representatives

Size: 37 | Purity: 93.94%

t-SNE Visualization

Cluster 44 - Representatives

Size: 36 | Purity: 61.76%

t-SNE Visualization

Cluster 45 - Representatives

Size: 35 | Purity: 87.88%

t-SNE Visualization

Cluster 48 - Representatives

Size: 33 | Purity: 89.29%

t-SNE Visualization

Cluster 47 - Representatives

Size: 33 | Purity: 96.55%

t-SNE Visualization

Cluster 46 - Representatives

Size: 33 | Purity: 100.00%

t-SNE Visualization

Cluster 49 - Representatives

Size: 32 | Purity: 48.15%

t-SNE Visualization

Cluster 50 - Representatives

Size: 32 | Purity: 75.00%

t-SNE Visualization

Cluster 51 - Representatives

Size: 32 | Purity: 85.71%

t-SNE Visualization

Cluster 52 - Representatives

Size: 32 | Purity: 84.62%

t-SNE Visualization

Cluster 55 - Representatives

Size: 31 | Purity: 86.21%

t-SNE Visualization

Cluster 53 - Representatives

Size: 31 | Purity: 92.59%

t-SNE Visualization

Cluster 54 - Representatives

Size: 31 | Purity: 77.78%

t-SNE Visualization

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Size: 30 | Purity: 96.00%

t-SNE Visualization

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Size: 28 | Purity: 85.19%

t-SNE Visualization

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Size: 28 | Purity: 96.00%

t-SNE Visualization

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Size: 28 | Purity: 92.00%

t-SNE Visualization

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Size: 27 | Purity: 75.00%

t-SNE Visualization

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Size: 27 | Purity: 58.33%

t-SNE Visualization

Cluster 62 - Representatives

Size: 27 | Purity: 95.65%

t-SNE Visualization

Cluster 63 - Representatives

Size: 26 | Purity: 80.95%

t-SNE Visualization

Cluster 64 - Representatives

Size: 26 | Purity: 60.00%

t-SNE Visualization

Cluster 65 - Representatives

Size: 26 | Purity: 90.91%

t-SNE Visualization

Cluster 66 - Representatives

Size: 26 | Purity: 86.36%

t-SNE Visualization

Cluster 67 - Representatives

Size: 26 | Purity: 91.30%

t-SNE Visualization

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Size: 25 | Purity: 95.65%

t-SNE Visualization

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Size: 25 | Purity: 100.00%

t-SNE Visualization

Cluster 70 - Representatives

Size: 25 | Purity: 85.00%

t-SNE Visualization

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Size: 24 | Purity: 100.00%

t-SNE Visualization

Cluster 71 - Representatives

Size: 24 | Purity: 100.00%

t-SNE Visualization

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Size: 24 | Purity: 95.45%

t-SNE Visualization

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Size: 24 | Purity: 95.65%

t-SNE Visualization

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Size: 23 | Purity: 95.45%

t-SNE Visualization

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Size: 23 | Purity: 94.44%

t-SNE Visualization

Cluster 76 - Representatives

Size: 23 | Purity: 40.00%

t-SNE Visualization

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Size: 23 | Purity: 88.24%

t-SNE Visualization

Cluster 75 - Representatives

Size: 23 | Purity: 100.00%

t-SNE Visualization

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Size: 22 | Purity: 94.44%

t-SNE Visualization

Cluster 81 - Representatives

Size: 22 | Purity: 90.48%

t-SNE Visualization

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Size: 22 | Purity: 52.94%

t-SNE Visualization

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Size: 22 | Purity: 52.94%

t-SNE Visualization

Cluster 86 - Representatives

Size: 21 | Purity: 83.33%

t-SNE Visualization

Cluster 85 - Representatives

Size: 21 | Purity: 80.95%

t-SNE Visualization

Cluster 84 - Representatives

Size: 21 | Purity: 37.50%

t-SNE Visualization

Cluster 87 - Representatives

Size: 21 | Purity: 85.00%

t-SNE Visualization

Cluster 88 - Representatives

Size: 20 | Purity: 94.74%

t-SNE Visualization

Cluster 89 - Representatives

Size: 20 | Purity: 75.00%

t-SNE Visualization

Cluster 90 - Representatives

Size: 20 | Purity: 50.00%

t-SNE Visualization

Cluster 91 - Representatives

Size: 20 | Purity: 95.00%

t-SNE Visualization

Cluster 92 - Representatives

Size: 19 | Purity: 100.00%

t-SNE Visualization

Cluster 93 - Representatives

Size: 19 | Purity: 94.12%

t-SNE Visualization

Cluster 97 - Representatives

Size: 18 | Purity: 100.00%

t-SNE Visualization

Cluster 94 - Representatives

Size: 18 | Purity: 81.25%

t-SNE Visualization

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Size: 18 | Purity: 100.00%

t-SNE Visualization

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Size: 18 | Purity: 85.71%

t-SNE Visualization

Cluster 98 - Representatives

Size: 17 | Purity: 71.43%

t-SNE Visualization

Cluster 99 - Representatives

Size: 16 | Purity: 81.82%

t-SNE Visualization

Cluster 100 - Representatives

Size: 16 | Purity: 85.71%

t-SNE Visualization

Cluster 101 - Representatives

Size: 16 | Purity: 100.00%

t-SNE Visualization

Cluster 102 - Representatives

Size: 16 | Purity: 93.33%

t-SNE Visualization

Cluster 113 - Representatives

Size: 15 | Purity: 100.00%

t-SNE Visualization

Cluster 112 - Representatives

Size: 15 | Purity: 78.57%

t-SNE Visualization

Cluster 111 - Representatives

Size: 15 | Purity: 71.43%

t-SNE Visualization

Cluster 110 - Representatives

Size: 15 | Purity: 90.00%

t-SNE Visualization

Cluster 109 - Representatives

Size: 15 | Purity: 100.00%

t-SNE Visualization

Cluster 108 - Representatives

Size: 15 | Purity: 72.73%

t-SNE Visualization

Cluster 107 - Representatives

Size: 15 | Purity: 86.67%

t-SNE Visualization

Cluster 105 - Representatives

Size: 15 | Purity: 92.86%

t-SNE Visualization

Cluster 104 - Representatives

Size: 15 | Purity: 54.55%

t-SNE Visualization

Cluster 103 - Representatives

Size: 15 | Purity: 93.33%

t-SNE Visualization

Cluster 106 - Representatives

Size: 15 | Purity: 100.00%

t-SNE Visualization

Cluster 124 - Representatives

Size: 14 | Purity: 84.62%

t-SNE Visualization

Cluster 121 - Representatives

Size: 14 | Purity: 75.00%

t-SNE Visualization

Cluster 122 - Representatives

Size: 14 | Purity: 83.33%

t-SNE Visualization

Cluster 123 - Representatives

Size: 14 | Purity: 92.31%

t-SNE Visualization

Cluster 119 - Representatives

Size: 14 | Purity: 78.57%

t-SNE Visualization

Cluster 120 - Representatives

Size: 14 | Purity: 100.00%

t-SNE Visualization

Cluster 116 - Representatives

Size: 14 | Purity: 61.54%

t-SNE Visualization

Cluster 114 - Representatives

Size: 14 | Purity: 91.67%

t-SNE Visualization

Cluster 115 - Representatives

Size: 14 | Purity: 69.23%

t-SNE Visualization

Cluster 117 - Representatives

Size: 14 | Purity: 61.54%

t-SNE Visualization

Cluster 118 - Representatives

Size: 14 | Purity: 84.62%

t-SNE Visualization

Cluster 134 - Representatives

Size: 13 | Purity: 63.64%

t-SNE Visualization

Cluster 133 - Representatives

Size: 13 | Purity: 90.91%

t-SNE Visualization

Cluster 132 - Representatives

Size: 13 | Purity: 90.91%

t-SNE Visualization

Cluster 130 - Representatives

Size: 13 | Purity: 91.67%

t-SNE Visualization

Cluster 129 - Representatives

Size: 13 | Purity: 63.64%

t-SNE Visualization

Cluster 128 - Representatives

Size: 13 | Purity: 100.00%

t-SNE Visualization

Cluster 127 - Representatives

Size: 13 | Purity: 91.67%

t-SNE Visualization

Cluster 126 - Representatives

Size: 13 | Purity: 69.23%

t-SNE Visualization

Cluster 125 - Representatives

Size: 13 | Purity: 100.00%

t-SNE Visualization

Cluster 131 - Representatives

Size: 13 | Purity: 50.00%

t-SNE Visualization

Cluster 143 - Representatives

Size: 12 | Purity: 100.00%

t-SNE Visualization

Cluster 142 - Representatives

Size: 12 | Purity: 88.89%

t-SNE Visualization

Cluster 141 - Representatives

Size: 12 | Purity: 100.00%

t-SNE Visualization

Cluster 140 - Representatives

Size: 12 | Purity: 75.00%

t-SNE Visualization

Cluster 139 - Representatives

Size: 12 | Purity: 91.67%

t-SNE Visualization

Cluster 137 - Representatives

Size: 12 | Purity: 100.00%

t-SNE Visualization

Cluster 136 - Representatives

Size: 12 | Purity: 83.33%

t-SNE Visualization

Cluster 135 - Representatives

Size: 12 | Purity: 66.67%

t-SNE Visualization

Cluster 138 - Representatives

Size: 12 | Purity: 66.67%

t-SNE Visualization

Cluster 149 - Representatives

Size: 11 | Purity: 100.00%

t-SNE Visualization

Cluster 147 - Representatives

Size: 11 | Purity: 100.00%

t-SNE Visualization

Cluster 146 - Representatives

Size: 11 | Purity: 81.82%

t-SNE Visualization

Cluster 145 - Representatives

Size: 11 | Purity: 60.00%

t-SNE Visualization

Cluster 144 - Representatives

Size: 11 | Purity: 18.18%

t-SNE Visualization

Cluster 148 - Representatives

Size: 11 | Purity: 80.00%

t-SNE Visualization

Cluster 156 - Representatives

Size: 10 | Purity: 100.00%

t-SNE Visualization

Cluster 163 - Representatives

Size: 10 | Purity: 100.00%

t-SNE Visualization

Cluster 162 - Representatives

Size: 10 | Purity: 88.89%

t-SNE Visualization

Cluster 161 - Representatives

Size: 10 | Purity: 60.00%

t-SNE Visualization

Cluster 160 - Representatives

Size: 10 | Purity: 55.56%

t-SNE Visualization

Cluster 159 - Representatives

Size: 10 | Purity: 87.50%

t-SNE Visualization

Cluster 157 - Representatives

Size: 10 | Purity: 100.00%

t-SNE Visualization

Cluster 155 - Representatives

Size: 10 | Purity: 100.00%

t-SNE Visualization

Cluster 158 - Representatives

Size: 10 | Purity: 87.50%

t-SNE Visualization

Cluster 154 - Representatives

Size: 10 | Purity: 88.89%

t-SNE Visualization

Cluster 153 - Representatives

Size: 10 | Purity: 90.00%

t-SNE Visualization

Cluster 152 - Representatives

Size: 10 | Purity: 90.00%

t-SNE Visualization

Cluster 151 - Representatives

Size: 10 | Purity: 66.67%

t-SNE Visualization

Cluster 150 - Representatives

Size: 10 | Purity: 85.71%

t-SNE Visualization

Cluster 176 - Representatives

Size: 9 | Purity: 100.00%

Cluster 175 - Representatives

Size: 9 | Purity: 100.00%

Cluster 174 - Representatives

Size: 9 | Purity: 100.00%

Cluster 173 - Representatives

Size: 9 | Purity: 88.89%

Cluster 172 - Representatives

Size: 9 | Purity: 100.00%

Cluster 170 - Representatives

Size: 9 | Purity: 87.50%

Cluster 169 - Representatives

Size: 9 | Purity: 77.78%

Cluster 171 - Representatives

Size: 9 | Purity: 60.00%

Cluster 168 - Representatives

Size: 9 | Purity: 85.71%

Cluster 167 - Representatives

Size: 9 | Purity: 66.67%

Cluster 166 - Representatives

Size: 9 | Purity: 87.50%

Cluster 165 - Representatives

Size: 9 | Purity: 77.78%

Cluster 164 - Representatives

Size: 9 | Purity: 100.00%

Cluster 189 - Representatives

Size: 8 | Purity: 83.33%

Cluster 190 - Representatives

Size: 8 | Purity: 83.33%

Cluster 191 - Representatives

Size: 8 | Purity: 87.50%

Cluster 192 - Representatives

Size: 8 | Purity: 100.00%

Cluster 193 - Representatives

Size: 8 | Purity: 100.00%

Cluster 194 - Representatives

Size: 8 | Purity: 87.50%

Cluster 196 - Representatives

Size: 8 | Purity: 14.29%

Cluster 197 - Representatives

Size: 8 | Purity: 100.00%

Cluster 187 - Representatives

Size: 8 | Purity: 75.00%

Cluster 188 - Representatives

Size: 8 | Purity: 100.00%

Cluster 195 - Representatives

Size: 8 | Purity: 100.00%

Cluster 177 - Representatives

Size: 8 | Purity: 71.43%

Cluster 178 - Representatives

Size: 8 | Purity: 66.67%

Cluster 179 - Representatives

Size: 8 | Purity: 100.00%

Cluster 180 - Representatives

Size: 8 | Purity: 100.00%

Cluster 181 - Representatives

Size: 8 | Purity: 71.43%

Cluster 182 - Representatives

Size: 8 | Purity: 87.50%

Cluster 183 - Representatives

Size: 8 | Purity: 37.50%

Cluster 184 - Representatives

Size: 8 | Purity: 75.00%

Cluster 185 - Representatives

Size: 8 | Purity: 85.71%

Cluster 186 - Representatives

Size: 8 | Purity: 50.00%

Cluster 217 - Representatives

Size: 7 | Purity: 100.00%

Cluster 216 - Representatives

Size: 7 | Purity: 85.71%

Cluster 215 - Representatives

Size: 7 | Purity: 100.00%

Cluster 214 - Representatives

Size: 7 | Purity: 100.00%

Cluster 213 - Representatives

Size: 7 | Purity: 16.67%

Cluster 212 - Representatives

Size: 7 | Purity: 85.71%

Cluster 211 - Representatives

Size: 7 | Purity: 42.86%

Cluster 207 - Representatives

Size: 7 | Purity: 71.43%

Cluster 209 - Representatives

Size: 7 | Purity: 60.00%

Cluster 208 - Representatives

Size: 7 | Purity: 100.00%

Cluster 210 - Representatives

Size: 7 | Purity: 71.43%

Cluster 198 - Representatives

Size: 7 | Purity: 57.14%

Cluster 199 - Representatives

Size: 7 | Purity: 83.33%

Cluster 200 - Representatives

Size: 7 | Purity: 85.71%

Cluster 201 - Representatives

Size: 7 | Purity: 100.00%

Cluster 202 - Representatives

Size: 7 | Purity: 85.71%

Cluster 203 - Representatives

Size: 7 | Purity: 100.00%

Cluster 204 - Representatives

Size: 7 | Purity: 66.67%

Cluster 205 - Representatives

Size: 7 | Purity: 100.00%

Cluster 206 - Representatives

Size: 7 | Purity: 50.00%

Cluster 241 - Representatives

Size: 6 | Purity: 80.00%

Cluster 235 - Representatives

Size: 6 | Purity: 100.00%

Cluster 236 - Representatives

Size: 6 | Purity: 80.00%

Cluster 249 - Representatives

Size: 6 | Purity: 66.67%

Cluster 238 - Representatives

Size: 6 | Purity: 50.00%

Cluster 239 - Representatives

Size: 6 | Purity: 83.33%

Cluster 240 - Representatives

Size: 6 | Purity: 100.00%

Cluster 242 - Representatives

Size: 6 | Purity: 100.00%

Cluster 243 - Representatives

Size: 6 | Purity: 66.67%

Cluster 244 - Representatives

Size: 6 | Purity: 100.00%

Cluster 245 - Representatives

Size: 6 | Purity: 80.00%

Cluster 246 - Representatives

Size: 6 | Purity: 83.33%

Cluster 247 - Representatives

Size: 6 | Purity: 50.00%

Cluster 248 - Representatives

Size: 6 | Purity: 100.00%

Cluster 233 - Representatives

Size: 6 | Purity: 66.67%

Cluster 234 - Representatives

Size: 6 | Purity: 100.00%

Cluster 237 - Representatives

Size: 6 | Purity: 100.00%

Cluster 218 - Representatives

Size: 6 | Purity: 83.33%

Cluster 219 - Representatives

Size: 6 | Purity: 83.33%

Cluster 220 - Representatives

Size: 6 | Purity: 100.00%

Cluster 221 - Representatives

Size: 6 | Purity: 60.00%

Cluster 222 - Representatives

Size: 6 | Purity: 60.00%

Cluster 223 - Representatives

Size: 6 | Purity: 66.67%

Cluster 224 - Representatives

Size: 6 | Purity: 100.00%

Cluster 225 - Representatives

Size: 6 | Purity: 100.00%

Cluster 226 - Representatives

Size: 6 | Purity: 100.00%

Cluster 227 - Representatives

Size: 6 | Purity: 50.00%

Cluster 228 - Representatives

Size: 6 | Purity: 83.33%

Cluster 229 - Representatives

Size: 6 | Purity: 60.00%

Cluster 230 - Representatives

Size: 6 | Purity: 100.00%

Cluster 231 - Representatives

Size: 6 | Purity: 50.00%

Cluster 232 - Representatives

Size: 6 | Purity: 83.33%

Cluster 276 - Representatives

Size: 5 | Purity: 100.00%

Cluster 278 - Representatives

Size: 5 | Purity: 60.00%

Cluster 274 - Representatives

Size: 5 | Purity: 75.00%

Cluster 273 - Representatives

Size: 5 | Purity: 100.00%

Cluster 272 - Representatives

Size: 5 | Purity: 66.67%

Cluster 271 - Representatives

Size: 5 | Purity: 75.00%

Cluster 270 - Representatives

Size: 5 | Purity: 100.00%

Cluster 268 - Representatives

Size: 5 | Purity: 100.00%

Cluster 277 - Representatives

Size: 5 | Purity: 100.00%

Cluster 279 - Representatives

Size: 5 | Purity: 100.00%

Cluster 280 - Representatives

Size: 5 | Purity: 100.00%

Cluster 281 - Representatives

Size: 5 | Purity: 100.00%

Cluster 282 - Representatives

Size: 5 | Purity: 33.33%

Cluster 283 - Representatives

Size: 5 | Purity: 100.00%

Cluster 284 - Representatives

Size: 5 | Purity: 100.00%

Cluster 285 - Representatives

Size: 5 | Purity: 100.00%

Cluster 286 - Representatives

Size: 5 | Purity: 100.00%

Cluster 287 - Representatives

Size: 5 | Purity: 80.00%

Cluster 269 - Representatives

Size: 5 | Purity: 80.00%

Cluster 275 - Representatives

Size: 5 | Purity: 60.00%

Cluster 250 - Representatives

Size: 5 | Purity: 40.00%

Cluster 251 - Representatives

Size: 5 | Purity: 40.00%

Cluster 252 - Representatives

Size: 5 | Purity: 100.00%

Cluster 253 - Representatives

Size: 5 | Purity: 100.00%

Cluster 254 - Representatives

Size: 5 | Purity: 60.00%

Cluster 255 - Representatives

Size: 5 | Purity: 100.00%

Cluster 256 - Representatives

Size: 5 | Purity: 100.00%

Cluster 257 - Representatives

Size: 5 | Purity: 75.00%

Cluster 258 - Representatives

Size: 5 | Purity: 100.00%

Cluster 259 - Representatives

Size: 5 | Purity: 100.00%

Cluster 260 - Representatives

Size: 5 | Purity: 100.00%

Cluster 261 - Representatives

Size: 5 | Purity: 100.00%

Cluster 262 - Representatives

Size: 5 | Purity: 100.00%

Cluster 263 - Representatives

Size: 5 | Purity: 100.00%

Cluster 264 - Representatives

Size: 5 | Purity: 80.00%

Cluster 265 - Representatives

Size: 5 | Purity: 100.00%

Cluster 266 - Representatives

Size: 5 | Purity: 50.00%

Cluster 267 - Representatives

Size: 5 | Purity: 33.33%

Cluster 330 - Representatives

Size: 4 | Purity: 50.00%

Cluster 329 - Representatives

Size: 4 | Purity: 100.00%

Cluster 328 - Representatives

Size: 4 | Purity: 75.00%

Cluster 327 - Representatives

Size: 4 | Purity: 100.00%

Cluster 326 - Representatives

Size: 4 | Purity: 100.00%

Cluster 325 - Representatives

Size: 4 | Purity: 100.00%

Cluster 324 - Representatives

Size: 4 | Purity: 100.00%

Cluster 323 - Representatives

Size: 4 | Purity: 100.00%

Cluster 322 - Representatives

Size: 4 | Purity: 100.00%

Cluster 321 - Representatives

Size: 4 | Purity: 100.00%

Cluster 320 - Representatives

Size: 4 | Purity: 100.00%

Cluster 319 - Representatives

Size: 4 | Purity: 100.00%

Cluster 332 - Representatives

Size: 4 | Purity: 66.67%

Cluster 331 - Representatives

Size: 4 | Purity: 100.00%

Cluster 333 - Representatives

Size: 4 | Purity: 50.00%

Cluster 334 - Representatives

Size: 4 | Purity: 75.00%

Cluster 335 - Representatives

Size: 4 | Purity: 75.00%

Cluster 336 - Representatives

Size: 4 | Purity: 100.00%

Cluster 337 - Representatives

Size: 4 | Purity: 75.00%

Cluster 338 - Representatives

Size: 4 | Purity: 100.00%

Cluster 339 - Representatives

Size: 4 | Purity: 25.00%

Cluster 340 - Representatives

Size: 4 | Purity: 100.00%

Cluster 341 - Representatives

Size: 4 | Purity: 100.00%

Cluster 342 - Representatives

Size: 4 | Purity: 100.00%

Cluster 343 - Representatives

Size: 4 | Purity: 25.00%

Cluster 344 - Representatives

Size: 4 | Purity: 75.00%

Cluster 345 - Representatives

Size: 4 | Purity: 66.67%

Cluster 346 - Representatives

Size: 4 | Purity: 100.00%

Cluster 317 - Representatives

Size: 4 | Purity: 75.00%

Cluster 318 - Representatives

Size: 4 | Purity: 75.00%

Cluster 347 - Representatives

Size: 4 | Purity: 100.00%

Cluster 288 - Representatives

Size: 4 | Purity: 100.00%

Cluster 289 - Representatives

Size: 4 | Purity: 100.00%

Cluster 290 - Representatives

Size: 4 | Purity: 75.00%

Cluster 291 - Representatives

Size: 4 | Purity: 100.00%

Cluster 292 - Representatives

Size: 4 | Purity: 100.00%

Cluster 293 - Representatives

Size: 4 | Purity: 75.00%

Cluster 294 - Representatives

Size: 4 | Purity: 100.00%

Cluster 295 - Representatives

Size: 4 | Purity: 100.00%

Cluster 296 - Representatives

Size: 4 | Purity: 100.00%

Cluster 297 - Representatives

Size: 4 | Purity: 100.00%

Cluster 298 - Representatives

Size: 4 | Purity: 100.00%

Cluster 299 - Representatives

Size: 4 | Purity: 100.00%

Cluster 300 - Representatives

Size: 4 | Purity: 100.00%

Cluster 301 - Representatives

Size: 4 | Purity: 100.00%

Cluster 316 - Representatives

Size: 4 | Purity: 66.67%

Cluster 315 - Representatives

Size: 4 | Purity: 100.00%

Cluster 314 - Representatives

Size: 4 | Purity: 100.00%

Cluster 313 - Representatives

Size: 4 | Purity: 66.67%

Cluster 312 - Representatives

Size: 4 | Purity: 100.00%

Cluster 311 - Representatives

Size: 4 | Purity: 75.00%

Cluster 310 - Representatives

Size: 4 | Purity: 66.67%

Cluster 309 - Representatives

Size: 4 | Purity: 100.00%

Cluster 308 - Representatives

Size: 4 | Purity: 50.00%

Cluster 307 - Representatives

Size: 4 | Purity: 100.00%

Cluster 306 - Representatives

Size: 4 | Purity: 50.00%

Cluster 305 - Representatives

Size: 4 | Purity: 50.00%

Cluster 304 - Representatives

Size: 4 | Purity: 66.67%

Cluster 303 - Representatives

Size: 4 | Purity: 100.00%

Cluster 302 - Representatives

Size: 4 | Purity: 50.00%

Cluster 440 - Representatives

Size: 3 | Purity: 100.00%

Cluster 434 - Representatives

Size: 3 | Purity: 66.67%

Cluster 435 - Representatives

Size: 3 | Purity: 66.67%

Cluster 436 - Representatives

Size: 3 | Purity: 100.00%

Cluster 437 - Representatives

Size: 3 | Purity: 100.00%

Cluster 438 - Representatives

Size: 3 | Purity: 100.00%

Cluster 439 - Representatives

Size: 3 | Purity: 100.00%

Cluster 441 - Representatives

Size: 3 | Purity: 66.67%

Cluster 442 - Representatives

Size: 3 | Purity: 100.00%

Cluster 443 - Representatives

Size: 3 | Purity: 33.33%

Cluster 444 - Representatives

Size: 3 | Purity: 66.67%

Cluster 445 - Representatives

Size: 3 | Purity: 66.67%

Cluster 446 - Representatives

Size: 3 | Purity: 100.00%

Cluster 448 - Representatives

Size: 3 | Purity: 100.00%

Cluster 432 - Representatives

Size: 3 | Purity: 100.00%

Cluster 433 - Representatives

Size: 3 | Purity: 50.00%

Cluster 415 - Representatives

Size: 3 | Purity: 66.67%

Cluster 417 - Representatives

Size: 3 | Purity: 66.67%

Cluster 418 - Representatives

Size: 3 | Purity: 100.00%

Cluster 419 - Representatives

Size: 3 | Purity: N/A

Cluster 420 - Representatives

Size: 3 | Purity: 100.00%

Cluster 421 - Representatives

Size: 3 | Purity: 50.00%

Cluster 422 - Representatives

Size: 3 | Purity: 100.00%

Cluster 447 - Representatives

Size: 3 | Purity: 50.00%

Cluster 424 - Representatives

Size: 3 | Purity: 33.33%

Cluster 425 - Representatives

Size: 3 | Purity: N/A

Cluster 426 - Representatives

Size: 3 | Purity: 50.00%

Cluster 427 - Representatives

Size: 3 | Purity: 66.67%

Cluster 428 - Representatives

Size: 3 | Purity: 100.00%

Cluster 429 - Representatives

Size: 3 | Purity: 100.00%

Cluster 430 - Representatives

Size: 3 | Purity: 100.00%

Cluster 431 - Representatives

Size: 3 | Purity: 50.00%

Cluster 423 - Representatives

Size: 3 | Purity: 100.00%

Cluster 467 - Representatives

Size: 3 | Purity: 100.00%

Cluster 468 - Representatives

Size: 3 | Purity: 50.00%

Cluster 469 - Representatives

Size: 3 | Purity: 100.00%

Cluster 470 - Representatives

Size: 3 | Purity: 100.00%

Cluster 471 - Representatives

Size: 3 | Purity: 100.00%

Cluster 472 - Representatives

Size: 3 | Purity: 66.67%

Cluster 473 - Representatives

Size: 3 | Purity: 100.00%

Cluster 416 - Representatives

Size: 3 | Purity: 66.67%

Cluster 475 - Representatives

Size: 3 | Purity: 100.00%

Cluster 476 - Representatives

Size: 3 | Purity: 100.00%

Cluster 477 - Representatives

Size: 3 | Purity: 66.67%

Cluster 478 - Representatives

Size: 3 | Purity: 100.00%

Cluster 479 - Representatives

Size: 3 | Purity: 33.33%

Cluster 480 - Representatives

Size: 3 | Purity: 100.00%

Cluster 481 - Representatives

Size: 3 | Purity: 100.00%

Cluster 482 - Representatives

Size: 3 | Purity: 100.00%

Cluster 474 - Representatives

Size: 3 | Purity: 100.00%

Cluster 449 - Representatives

Size: 3 | Purity: 100.00%

Cluster 450 - Representatives

Size: 3 | Purity: 100.00%

Cluster 451 - Representatives

Size: 3 | Purity: 33.33%

Cluster 453 - Representatives

Size: 3 | Purity: 66.67%

Cluster 454 - Representatives

Size: 3 | Purity: 100.00%

Cluster 455 - Representatives

Size: 3 | Purity: 100.00%

Cluster 456 - Representatives

Size: 3 | Purity: 100.00%

Cluster 466 - Representatives

Size: 3 | Purity: 50.00%

Cluster 458 - Representatives

Size: 3 | Purity: 66.67%

Cluster 459 - Representatives

Size: 3 | Purity: 66.67%

Cluster 460 - Representatives

Size: 3 | Purity: 66.67%

Cluster 461 - Representatives

Size: 3 | Purity: 66.67%

Cluster 462 - Representatives

Size: 3 | Purity: 100.00%

Cluster 463 - Representatives

Size: 3 | Purity: 100.00%

Cluster 464 - Representatives

Size: 3 | Purity: 33.33%

Cluster 465 - Representatives

Size: 3 | Purity: 100.00%

Cluster 457 - Representatives

Size: 3 | Purity: 66.67%

Cluster 365 - Representatives

Size: 3 | Purity: 100.00%

Cluster 366 - Representatives

Size: 3 | Purity: 100.00%

Cluster 367 - Representatives

Size: 3 | Purity: 100.00%

Cluster 368 - Representatives

Size: 3 | Purity: 100.00%

Cluster 369 - Representatives

Size: 3 | Purity: 100.00%

Cluster 370 - Representatives

Size: 3 | Purity: 66.67%

Cluster 371 - Representatives

Size: 3 | Purity: 66.67%

Cluster 380 - Representatives

Size: 3 | Purity: 100.00%

Cluster 373 - Representatives

Size: 3 | Purity: 66.67%

Cluster 374 - Representatives

Size: 3 | Purity: 100.00%

Cluster 375 - Representatives

Size: 3 | Purity: 50.00%

Cluster 376 - Representatives

Size: 3 | Purity: 66.67%

Cluster 377 - Representatives

Size: 3 | Purity: 100.00%

Cluster 452 - Representatives

Size: 3 | Purity: 100.00%

Cluster 378 - Representatives

Size: 3 | Purity: 100.00%

Cluster 379 - Representatives

Size: 3 | Purity: 33.33%

Cluster 372 - Representatives

Size: 3 | Purity: 100.00%

Cluster 348 - Representatives

Size: 3 | Purity: 100.00%

Cluster 349 - Representatives

Size: 3 | Purity: 100.00%

Cluster 350 - Representatives

Size: 3 | Purity: 50.00%

Cluster 351 - Representatives

Size: 3 | Purity: 66.67%

Cluster 352 - Representatives

Size: 3 | Purity: 100.00%

Cluster 353 - Representatives

Size: 3 | Purity: 66.67%

Cluster 354 - Representatives

Size: 3 | Purity: 100.00%

Cluster 364 - Representatives

Size: 3 | Purity: 66.67%

Cluster 356 - Representatives

Size: 3 | Purity: 66.67%

Cluster 357 - Representatives

Size: 3 | Purity: 100.00%

Cluster 358 - Representatives

Size: 3 | Purity: 100.00%

Cluster 359 - Representatives

Size: 3 | Purity: 100.00%

Cluster 360 - Representatives

Size: 3 | Purity: 50.00%

Cluster 361 - Representatives

Size: 3 | Purity: 100.00%

Cluster 362 - Representatives

Size: 3 | Purity: 100.00%

Cluster 363 - Representatives

Size: 3 | Purity: 100.00%

Cluster 355 - Representatives

Size: 3 | Purity: 100.00%

Cluster 399 - Representatives

Size: 3 | Purity: 100.00%

Cluster 400 - Representatives

Size: 3 | Purity: 50.00%

Cluster 401 - Representatives

Size: 3 | Purity: 100.00%

Cluster 402 - Representatives

Size: 3 | Purity: 66.67%

Cluster 403 - Representatives

Size: 3 | Purity: 100.00%

Cluster 404 - Representatives

Size: 3 | Purity: 100.00%

Cluster 405 - Representatives

Size: 3 | Purity: 100.00%

Cluster 398 - Representatives

Size: 3 | Purity: 50.00%

Cluster 407 - Representatives

Size: 3 | Purity: 100.00%

Cluster 408 - Representatives

Size: 3 | Purity: 100.00%

Cluster 409 - Representatives

Size: 3 | Purity: 100.00%

Cluster 410 - Representatives

Size: 3 | Purity: 100.00%

Cluster 411 - Representatives

Size: 3 | Purity: 100.00%

Cluster 412 - Representatives

Size: 3 | Purity: 50.00%

Cluster 413 - Representatives

Size: 3 | Purity: 66.67%

Cluster 414 - Representatives

Size: 3 | Purity: 50.00%

Cluster 406 - Representatives

Size: 3 | Purity: 100.00%

Cluster 381 - Representatives

Size: 3 | Purity: 100.00%

Cluster 382 - Representatives

Size: 3 | Purity: 100.00%

Cluster 383 - Representatives

Size: 3 | Purity: 66.67%

Cluster 384 - Representatives

Size: 3 | Purity: 50.00%

Cluster 385 - Representatives

Size: 3 | Purity: 100.00%

Cluster 386 - Representatives

Size: 3 | Purity: 100.00%

Cluster 387 - Representatives

Size: 3 | Purity: 100.00%

Cluster 388 - Representatives

Size: 3 | Purity: 66.67%

Cluster 389 - Representatives

Size: 3 | Purity: 100.00%

Cluster 390 - Representatives

Size: 3 | Purity: 50.00%

Cluster 391 - Representatives

Size: 3 | Purity: 100.00%

Cluster 392 - Representatives

Size: 3 | Purity: 100.00%

Cluster 393 - Representatives

Size: 3 | Purity: 50.00%

Cluster 394 - Representatives

Size: 3 | Purity: 100.00%

Cluster 395 - Representatives

Size: 3 | Purity: 66.67%

Cluster 396 - Representatives

Size: 3 | Purity: 50.00%

Cluster 397 - Representatives

Size: 3 | Purity: 100.00%

Cluster 763 - Representatives

Size: 2 | Purity: 100.00%

Cluster 764 - Representatives

Size: 2 | Purity: 100.00%

Cluster 765 - Representatives

Size: 2 | Purity: 100.00%

Cluster 766 - Representatives

Size: 2 | Purity: 100.00%

Cluster 767 - Representatives

Size: 2 | Purity: 50.00%

Cluster 768 - Representatives

Size: 2 | Purity: 100.00%

Cluster 769 - Representatives

Size: 2 | Purity: 100.00%

Cluster 770 - Representatives

Size: 2 | Purity: 100.00%

Cluster 772 - Representatives

Size: 2 | Purity: 100.00%

Cluster 773 - Representatives

Size: 2 | Purity: 100.00%

Cluster 761 - Representatives

Size: 2 | Purity: 50.00%

Cluster 762 - Representatives

Size: 2 | Purity: 100.00%

Cluster 760 - Representatives

Size: 2 | Purity: 100.00%

Cluster 759 - Representatives

Size: 2 | Purity: 100.00%

Cluster 758 - Representatives

Size: 2 | Purity: 50.00%

Cluster 757 - Representatives

Size: 2 | Purity: 50.00%

Cluster 756 - Representatives

Size: 2 | Purity: 100.00%

Cluster 755 - Representatives

Size: 2 | Purity: 100.00%

Cluster 754 - Representatives

Size: 2 | Purity: 100.00%

Cluster 753 - Representatives

Size: 2 | Purity: 100.00%

Cluster 752 - Representatives

Size: 2 | Purity: 100.00%

Cluster 751 - Representatives

Size: 2 | Purity: 100.00%

Cluster 750 - Representatives

Size: 2 | Purity: 100.00%

Cluster 775 - Representatives

Size: 2 | Purity: 100.00%

Cluster 774 - Representatives

Size: 2 | Purity: 100.00%

Cluster 748 - Representatives

Size: 2 | Purity: 50.00%

Cluster 800 - Representatives

Size: 2 | Purity: 100.00%

Cluster 799 - Representatives

Size: 2 | Purity: 100.00%

Cluster 798 - Representatives

Size: 2 | Purity: 50.00%

Cluster 797 - Representatives

Size: 2 | Purity: 100.00%

Cluster 796 - Representatives

Size: 2 | Purity: 100.00%

Cluster 795 - Representatives

Size: 2 | Purity: 50.00%

Cluster 794 - Representatives

Size: 2 | Purity: 100.00%

Cluster 793 - Representatives

Size: 2 | Purity: 100.00%

Cluster 792 - Representatives

Size: 2 | Purity: 50.00%

Cluster 791 - Representatives

Size: 2 | Purity: 100.00%

Cluster 790 - Representatives

Size: 2 | Purity: 100.00%

Cluster 749 - Representatives

Size: 2 | Purity: 100.00%

Cluster 788 - Representatives

Size: 2 | Purity: 100.00%

Cluster 787 - Representatives

Size: 2 | Purity: 100.00%

Cluster 786 - Representatives

Size: 2 | Purity: 100.00%

Cluster 785 - Representatives

Size: 2 | Purity: 100.00%

Cluster 784 - Representatives

Size: 2 | Purity: 50.00%

Cluster 783 - Representatives

Size: 2 | Purity: 100.00%

Cluster 782 - Representatives

Size: 2 | Purity: 100.00%

Cluster 781 - Representatives

Size: 2 | Purity: 100.00%

Cluster 780 - Representatives

Size: 2 | Purity: 50.00%

Cluster 779 - Representatives

Size: 2 | Purity: 50.00%

Cluster 778 - Representatives

Size: 2 | Purity: 50.00%

Cluster 777 - Representatives

Size: 2 | Purity: 100.00%

Cluster 776 - Representatives

Size: 2 | Purity: 100.00%

Cluster 789 - Representatives

Size: 2 | Purity: 100.00%

Cluster 720 - Representatives

Size: 2 | Purity: 100.00%

Cluster 719 - Representatives

Size: 2 | Purity: 100.00%

Cluster 718 - Representatives

Size: 2 | Purity: 100.00%

Cluster 717 - Representatives

Size: 2 | Purity: 100.00%

Cluster 716 - Representatives

Size: 2 | Purity: 100.00%

Cluster 715 - Representatives

Size: 2 | Purity: 100.00%

Cluster 714 - Representatives

Size: 2 | Purity: 50.00%

Cluster 713 - Representatives

Size: 2 | Purity: 100.00%

Cluster 712 - Representatives

Size: 2 | Purity: 100.00%

Cluster 711 - Representatives

Size: 2 | Purity: 100.00%

Cluster 710 - Representatives

Size: 2 | Purity: 100.00%

Cluster 709 - Representatives

Size: 2 | Purity: 100.00%

Cluster 801 - Representatives

Size: 2 | Purity: 100.00%

Cluster 707 - Representatives

Size: 2 | Purity: 50.00%

Cluster 706 - Representatives

Size: 2 | Purity: 100.00%

Cluster 705 - Representatives

Size: 2 | Purity: 100.00%

Cluster 704 - Representatives

Size: 2 | Purity: 50.00%

Cluster 703 - Representatives

Size: 2 | Purity: 100.00%

Cluster 702 - Representatives

Size: 2 | Purity: 50.00%

Cluster 701 - Representatives

Size: 2 | Purity: 50.00%

Cluster 700 - Representatives

Size: 2 | Purity: 100.00%

Cluster 699 - Representatives

Size: 2 | Purity: 100.00%

Cluster 698 - Representatives

Size: 2 | Purity: 100.00%

Cluster 697 - Representatives

Size: 2 | Purity: 100.00%

Cluster 802 - Representatives

Size: 2 | Purity: 100.00%

Cluster 708 - Representatives

Size: 2 | Purity: 100.00%

Cluster 747 - Representatives

Size: 2 | Purity: 100.00%

Cluster 746 - Representatives

Size: 2 | Purity: 100.00%

Cluster 745 - Representatives

Size: 2 | Purity: 100.00%

Cluster 744 - Representatives

Size: 2 | Purity: 100.00%

Cluster 743 - Representatives

Size: 2 | Purity: 50.00%

Cluster 742 - Representatives

Size: 2 | Purity: 100.00%

Cluster 741 - Representatives

Size: 2 | Purity: 100.00%

Cluster 740 - Representatives

Size: 2 | Purity: 50.00%

Cluster 739 - Representatives

Size: 2 | Purity: 100.00%

Cluster 738 - Representatives

Size: 2 | Purity: 100.00%

Cluster 737 - Representatives

Size: 2 | Purity: 100.00%

Cluster 736 - Representatives

Size: 2 | Purity: 100.00%

Cluster 721 - Representatives

Size: 2 | Purity: 100.00%

Cluster 734 - Representatives

Size: 2 | Purity: 50.00%

Cluster 733 - Representatives

Size: 2 | Purity: 50.00%

Cluster 732 - Representatives

Size: 2 | Purity: N/A

Cluster 731 - Representatives

Size: 2 | Purity: 100.00%

Cluster 730 - Representatives

Size: 2 | Purity: 100.00%

Cluster 729 - Representatives

Size: 2 | Purity: 100.00%

Cluster 728 - Representatives

Size: 2 | Purity: 50.00%

Cluster 727 - Representatives

Size: 2 | Purity: 100.00%

Cluster 726 - Representatives

Size: 2 | Purity: 100.00%

Cluster 725 - Representatives

Size: 2 | Purity: 100.00%

Cluster 724 - Representatives

Size: 2 | Purity: 100.00%

Cluster 723 - Representatives

Size: 2 | Purity: 100.00%

Cluster 722 - Representatives

Size: 2 | Purity: 100.00%

Cluster 735 - Representatives

Size: 2 | Purity: 100.00%

Cluster 881 - Representatives

Size: 2 | Purity: 100.00%

Cluster 880 - Representatives

Size: 2 | Purity: 100.00%

Cluster 879 - Representatives

Size: 2 | Purity: 50.00%

Cluster 878 - Representatives

Size: 2 | Purity: 100.00%

Cluster 877 - Representatives

Size: 2 | Purity: 100.00%

Cluster 876 - Representatives

Size: 2 | Purity: 50.00%

Cluster 875 - Representatives

Size: 2 | Purity: 50.00%

Cluster 874 - Representatives

Size: 2 | Purity: 100.00%

Cluster 873 - Representatives

Size: 2 | Purity: 100.00%

Cluster 872 - Representatives

Size: 2 | Purity: 50.00%

Cluster 871 - Representatives

Size: 2 | Purity: 100.00%

Cluster 870 - Representatives

Size: 2 | Purity: 100.00%

Cluster 696 - Representatives

Size: 2 | Purity: N/A

Cluster 868 - Representatives

Size: 2 | Purity: 100.00%

Cluster 867 - Representatives

Size: 2 | Purity: 100.00%

Cluster 866 - Representatives

Size: 2 | Purity: 100.00%

Cluster 865 - Representatives

Size: 2 | Purity: 100.00%

Cluster 864 - Representatives

Size: 2 | Purity: 50.00%

Cluster 863 - Representatives

Size: 2 | Purity: 50.00%

Cluster 862 - Representatives

Size: 2 | Purity: 100.00%

Cluster 861 - Representatives

Size: 2 | Purity: 100.00%

Cluster 860 - Representatives

Size: 2 | Purity: 100.00%

Cluster 859 - Representatives

Size: 2 | Purity: 100.00%

Cluster 858 - Representatives

Size: 2 | Purity: 100.00%

Cluster 857 - Representatives

Size: 2 | Purity: 50.00%

Cluster 869 - Representatives

Size: 2 | Purity: 50.00%

Cluster 695 - Representatives

Size: 2 | Purity: 100.00%

Cluster 907 - Representatives

Size: 2 | Purity: 100.00%

Cluster 906 - Representatives

Size: 2 | Purity: 100.00%

Cluster 905 - Representatives

Size: 2 | Purity: 100.00%

Cluster 904 - Representatives

Size: 2 | Purity: 100.00%

Cluster 903 - Representatives

Size: 2 | Purity: 50.00%

Cluster 902 - Representatives

Size: 2 | Purity: 100.00%

Cluster 901 - Representatives

Size: 2 | Purity: 100.00%

Cluster 900 - Representatives

Size: 2 | Purity: 100.00%

Cluster 899 - Representatives

Size: 2 | Purity: 100.00%

Cluster 898 - Representatives

Size: 2 | Purity: 100.00%

Cluster 897 - Representatives

Size: 2 | Purity: 100.00%

Cluster 882 - Representatives

Size: 2 | Purity: 100.00%

Cluster 895 - Representatives

Size: 2 | Purity: 100.00%

Cluster 894 - Representatives

Size: 2 | Purity: 50.00%

Cluster 893 - Representatives

Size: 2 | Purity: 100.00%

Cluster 892 - Representatives

Size: 2 | Purity: 100.00%

Cluster 891 - Representatives

Size: 2 | Purity: 100.00%

Cluster 890 - Representatives

Size: 2 | Purity: 50.00%

Cluster 889 - Representatives

Size: 2 | Purity: 100.00%

Cluster 888 - Representatives

Size: 2 | Purity: 100.00%

Cluster 887 - Representatives

Size: 2 | Purity: 100.00%

Cluster 886 - Representatives

Size: 2 | Purity: 100.00%

Cluster 885 - Representatives

Size: 2 | Purity: 100.00%

Cluster 884 - Representatives

Size: 2 | Purity: 100.00%

Cluster 883 - Representatives

Size: 2 | Purity: 50.00%

Cluster 896 - Representatives

Size: 2 | Purity: 50.00%

Cluster 828 - Representatives

Size: 2 | Purity: 50.00%

Cluster 827 - Representatives

Size: 2 | Purity: 100.00%

Cluster 826 - Representatives

Size: 2 | Purity: 100.00%

Cluster 825 - Representatives

Size: 2 | Purity: 100.00%

Cluster 824 - Representatives

Size: 2 | Purity: 100.00%

Cluster 823 - Representatives

Size: 2 | Purity: 100.00%

Cluster 822 - Representatives

Size: 2 | Purity: 100.00%

Cluster 821 - Representatives

Size: 2 | Purity: 100.00%

Cluster 820 - Representatives

Size: 2 | Purity: 100.00%

Cluster 819 - Representatives

Size: 2 | Purity: 100.00%

Cluster 818 - Representatives

Size: 2 | Purity: 100.00%

Cluster 817 - Representatives

Size: 2 | Purity: 100.00%

Cluster 856 - Representatives

Size: 2 | Purity: 50.00%

Cluster 815 - Representatives

Size: 2 | Purity: 100.00%

Cluster 814 - Representatives

Size: 2 | Purity: 50.00%

Cluster 813 - Representatives

Size: 2 | Purity: 100.00%

Cluster 812 - Representatives

Size: 2 | Purity: 100.00%

Cluster 811 - Representatives

Size: 2 | Purity: 50.00%

Cluster 810 - Representatives

Size: 2 | Purity: 100.00%

Cluster 809 - Representatives

Size: 2 | Purity: 100.00%

Cluster 808 - Representatives

Size: 2 | Purity: 100.00%

Cluster 807 - Representatives

Size: 2 | Purity: 100.00%

Cluster 806 - Representatives

Size: 2 | Purity: 50.00%

Cluster 805 - Representatives

Size: 2 | Purity: 100.00%

Cluster 804 - Representatives

Size: 2 | Purity: 100.00%

Cluster 803 - Representatives

Size: 2 | Purity: 100.00%

Cluster 816 - Representatives

Size: 2 | Purity: 50.00%

Cluster 855 - Representatives

Size: 2 | Purity: 100.00%

Cluster 854 - Representatives

Size: 2 | Purity: 100.00%

Cluster 853 - Representatives

Size: 2 | Purity: 100.00%

Cluster 852 - Representatives

Size: 2 | Purity: 100.00%

Cluster 851 - Representatives

Size: 2 | Purity: 100.00%

Cluster 850 - Representatives

Size: 2 | Purity: 100.00%

Cluster 849 - Representatives

Size: 2 | Purity: 100.00%

Cluster 848 - Representatives

Size: 2 | Purity: 100.00%

Cluster 847 - Representatives

Size: 2 | Purity: 100.00%

Cluster 846 - Representatives

Size: 2 | Purity: 100.00%

Cluster 845 - Representatives

Size: 2 | Purity: 100.00%

Cluster 844 - Representatives

Size: 2 | Purity: 100.00%

Cluster 829 - Representatives

Size: 2 | Purity: 50.00%

Cluster 842 - Representatives

Size: 2 | Purity: N/A

Cluster 841 - Representatives

Size: 2 | Purity: 50.00%

Cluster 840 - Representatives

Size: 2 | Purity: 100.00%

Cluster 839 - Representatives

Size: 2 | Purity: 100.00%

Cluster 838 - Representatives

Size: 2 | Purity: 100.00%

Cluster 837 - Representatives

Size: 2 | Purity: 50.00%

Cluster 836 - Representatives

Size: 2 | Purity: 100.00%

Cluster 835 - Representatives

Size: 2 | Purity: 100.00%

Cluster 834 - Representatives

Size: 2 | Purity: 100.00%

Cluster 833 - Representatives

Size: 2 | Purity: 100.00%

Cluster 832 - Representatives

Size: 2 | Purity: 100.00%

Cluster 831 - Representatives

Size: 2 | Purity: 50.00%

Cluster 830 - Representatives

Size: 2 | Purity: 50.00%

Cluster 843 - Representatives

Size: 2 | Purity: 100.00%

Cluster 561 - Representatives

Size: 2 | Purity: 100.00%

Cluster 560 - Representatives

Size: 2 | Purity: 50.00%

Cluster 559 - Representatives

Size: 2 | Purity: 100.00%

Cluster 558 - Representatives

Size: 2 | Purity: 100.00%

Cluster 557 - Representatives

Size: 2 | Purity: 50.00%

Cluster 556 - Representatives

Size: 2 | Purity: 100.00%

Cluster 555 - Representatives

Size: 2 | Purity: 100.00%

Cluster 554 - Representatives

Size: 2 | Purity: 50.00%

Cluster 553 - Representatives

Size: 2 | Purity: 100.00%

Cluster 552 - Representatives

Size: 2 | Purity: 100.00%

Cluster 551 - Representatives

Size: 2 | Purity: 100.00%

Cluster 550 - Representatives

Size: 2 | Purity: 100.00%

Cluster 589 - Representatives

Size: 2 | Purity: 50.00%

Cluster 548 - Representatives

Size: 2 | Purity: 50.00%

Cluster 547 - Representatives

Size: 2 | Purity: 50.00%

Cluster 546 - Representatives

Size: 2 | Purity: 100.00%

Cluster 545 - Representatives

Size: 2 | Purity: 100.00%

Cluster 544 - Representatives

Size: 2 | Purity: 100.00%

Cluster 543 - Representatives

Size: 2 | Purity: 100.00%

Cluster 542 - Representatives

Size: 2 | Purity: 100.00%

Cluster 541 - Representatives

Size: 2 | Purity: 50.00%

Cluster 540 - Representatives

Size: 2 | Purity: 50.00%

Cluster 539 - Representatives

Size: 2 | Purity: 100.00%

Cluster 538 - Representatives

Size: 2 | Purity: 100.00%

Cluster 537 - Representatives

Size: 2 | Purity: 100.00%

Cluster 549 - Representatives

Size: 2 | Purity: 50.00%

Cluster 588 - Representatives

Size: 2 | Purity: 100.00%

Cluster 587 - Representatives

Size: 2 | Purity: 100.00%

Cluster 586 - Representatives

Size: 2 | Purity: 100.00%

Cluster 585 - Representatives

Size: 2 | Purity: 50.00%

Cluster 584 - Representatives

Size: 2 | Purity: 100.00%

Cluster 583 - Representatives

Size: 2 | Purity: 100.00%

Cluster 582 - Representatives

Size: 2 | Purity: 50.00%

Cluster 581 - Representatives

Size: 2 | Purity: 100.00%

Cluster 580 - Representatives

Size: 2 | Purity: 100.00%

Cluster 579 - Representatives

Size: 2 | Purity: N/A

Cluster 578 - Representatives

Size: 2 | Purity: 100.00%

Cluster 577 - Representatives

Size: 2 | Purity: 100.00%

Cluster 562 - Representatives

Size: 2 | Purity: 50.00%

Cluster 575 - Representatives

Size: 2 | Purity: 100.00%

Cluster 574 - Representatives

Size: 2 | Purity: 100.00%

Cluster 573 - Representatives

Size: 2 | Purity: 100.00%

Cluster 572 - Representatives

Size: 2 | Purity: 50.00%

Cluster 571 - Representatives

Size: 2 | Purity: 100.00%

Cluster 570 - Representatives

Size: 2 | Purity: 100.00%

Cluster 569 - Representatives

Size: 2 | Purity: 50.00%

Cluster 568 - Representatives

Size: 2 | Purity: 100.00%

Cluster 567 - Representatives

Size: 2 | Purity: 100.00%

Cluster 566 - Representatives

Size: 2 | Purity: 100.00%

Cluster 565 - Representatives

Size: 2 | Purity: 100.00%

Cluster 564 - Representatives

Size: 2 | Purity: 100.00%

Cluster 563 - Representatives

Size: 2 | Purity: 100.00%

Cluster 576 - Representatives

Size: 2 | Purity: 50.00%

Cluster 508 - Representatives

Size: 2 | Purity: 100.00%

Cluster 507 - Representatives

Size: 2 | Purity: 100.00%

Cluster 506 - Representatives

Size: 2 | Purity: 100.00%

Cluster 505 - Representatives

Size: 2 | Purity: 100.00%

Cluster 504 - Representatives

Size: 2 | Purity: 100.00%

Cluster 503 - Representatives

Size: 2 | Purity: 100.00%

Cluster 502 - Representatives

Size: 2 | Purity: 100.00%

Cluster 501 - Representatives

Size: 2 | Purity: 50.00%

Cluster 500 - Representatives

Size: 2 | Purity: 100.00%

Cluster 499 - Representatives

Size: 2 | Purity: 100.00%

Cluster 498 - Representatives

Size: 2 | Purity: 100.00%

Cluster 497 - Representatives

Size: 2 | Purity: 50.00%

Cluster 536 - Representatives

Size: 2 | Purity: 100.00%

Cluster 495 - Representatives

Size: 2 | Purity: 50.00%

Cluster 494 - Representatives

Size: 2 | Purity: N/A

Cluster 493 - Representatives

Size: 2 | Purity: 100.00%

Cluster 492 - Representatives

Size: 2 | Purity: 100.00%

Cluster 491 - Representatives

Size: 2 | Purity: 100.00%

Cluster 490 - Representatives

Size: 2 | Purity: 50.00%

Cluster 489 - Representatives

Size: 2 | Purity: 100.00%

Cluster 488 - Representatives

Size: 2 | Purity: 100.00%

Cluster 487 - Representatives

Size: 2 | Purity: 50.00%

Cluster 486 - Representatives

Size: 2 | Purity: 100.00%

Cluster 485 - Representatives

Size: 2 | Purity: 50.00%

Cluster 484 - Representatives

Size: 2 | Purity: 50.00%

Cluster 483 - Representatives

Size: 2 | Purity: 50.00%

Cluster 496 - Representatives

Size: 2 | Purity: 100.00%

Cluster 535 - Representatives

Size: 2 | Purity: 100.00%

Cluster 534 - Representatives

Size: 2 | Purity: 100.00%

Cluster 533 - Representatives

Size: 2 | Purity: 100.00%

Cluster 532 - Representatives

Size: 2 | Purity: 100.00%

Cluster 531 - Representatives

Size: 2 | Purity: 100.00%

Cluster 530 - Representatives

Size: 2 | Purity: 100.00%

Cluster 529 - Representatives

Size: 2 | Purity: 50.00%

Cluster 528 - Representatives

Size: 2 | Purity: 100.00%

Cluster 527 - Representatives

Size: 2 | Purity: 100.00%

Cluster 526 - Representatives

Size: 2 | Purity: 100.00%

Cluster 525 - Representatives

Size: 2 | Purity: 100.00%

Cluster 524 - Representatives

Size: 2 | Purity: 100.00%

Cluster 509 - Representatives

Size: 2 | Purity: 100.00%

Cluster 522 - Representatives

Size: 2 | Purity: 100.00%

Cluster 521 - Representatives

Size: 2 | Purity: N/A

Cluster 520 - Representatives

Size: 2 | Purity: 50.00%

Cluster 519 - Representatives

Size: 2 | Purity: 100.00%

Cluster 518 - Representatives

Size: 2 | Purity: 50.00%

Cluster 517 - Representatives

Size: 2 | Purity: 100.00%

Cluster 516 - Representatives

Size: 2 | Purity: 100.00%

Cluster 515 - Representatives

Size: 2 | Purity: 100.00%

Cluster 514 - Representatives

Size: 2 | Purity: 100.00%

Cluster 513 - Representatives

Size: 2 | Purity: 100.00%

Cluster 512 - Representatives

Size: 2 | Purity: 100.00%

Cluster 511 - Representatives

Size: 2 | Purity: 100.00%

Cluster 510 - Representatives

Size: 2 | Purity: 100.00%

Cluster 523 - Representatives

Size: 2 | Purity: 100.00%

Cluster 667 - Representatives

Size: 2 | Purity: 100.00%

Cluster 666 - Representatives

Size: 2 | Purity: 100.00%

Cluster 665 - Representatives

Size: 2 | Purity: 100.00%

Cluster 664 - Representatives

Size: 2 | Purity: 100.00%

Cluster 663 - Representatives

Size: 2 | Purity: 50.00%

Cluster 662 - Representatives

Size: 2 | Purity: 100.00%

Cluster 661 - Representatives

Size: 2 | Purity: 100.00%

Cluster 660 - Representatives

Size: 2 | Purity: 100.00%

Cluster 659 - Representatives

Size: 2 | Purity: N/A

Cluster 658 - Representatives

Size: 2 | Purity: 50.00%

Cluster 657 - Representatives

Size: 2 | Purity: 100.00%

Cluster 656 - Representatives

Size: 2 | Purity: 50.00%

Cluster 642 - Representatives

Size: 2 | Purity: 100.00%

Cluster 654 - Representatives

Size: 2 | Purity: 100.00%

Cluster 653 - Representatives

Size: 2 | Purity: N/A

Cluster 652 - Representatives

Size: 2 | Purity: 50.00%

Cluster 651 - Representatives

Size: 2 | Purity: 50.00%

Cluster 650 - Representatives

Size: 2 | Purity: 100.00%

Cluster 649 - Representatives

Size: 2 | Purity: 100.00%

Cluster 648 - Representatives

Size: 2 | Purity: 50.00%

Cluster 647 - Representatives

Size: 2 | Purity: 50.00%

Cluster 646 - Representatives

Size: 2 | Purity: 50.00%

Cluster 645 - Representatives

Size: 2 | Purity: 100.00%

Cluster 644 - Representatives

Size: 2 | Purity: 100.00%

Cluster 643 - Representatives

Size: 2 | Purity: 100.00%

Cluster 655 - Representatives

Size: 2 | Purity: 100.00%

Cluster 694 - Representatives

Size: 2 | Purity: 100.00%

Cluster 693 - Representatives

Size: 2 | Purity: 50.00%

Cluster 692 - Representatives

Size: 2 | Purity: 100.00%

Cluster 691 - Representatives

Size: 2 | Purity: 50.00%

Cluster 690 - Representatives

Size: 2 | Purity: 100.00%

Cluster 689 - Representatives

Size: 2 | Purity: 100.00%

Cluster 688 - Representatives

Size: 2 | Purity: 100.00%

Cluster 687 - Representatives

Size: 2 | Purity: 50.00%

Cluster 686 - Representatives

Size: 2 | Purity: 50.00%

Cluster 685 - Representatives

Size: 2 | Purity: 100.00%

Cluster 684 - Representatives

Size: 2 | Purity: 100.00%

Cluster 683 - Representatives

Size: 2 | Purity: 100.00%

Cluster 668 - Representatives

Size: 2 | Purity: 50.00%

Cluster 681 - Representatives

Size: 2 | Purity: 100.00%

Cluster 680 - Representatives

Size: 2 | Purity: 100.00%

Cluster 679 - Representatives

Size: 2 | Purity: 100.00%

Cluster 678 - Representatives

Size: 2 | Purity: 100.00%

Cluster 677 - Representatives

Size: 2 | Purity: 100.00%

Cluster 676 - Representatives

Size: 2 | Purity: 100.00%

Cluster 675 - Representatives

Size: 2 | Purity: 100.00%

Cluster 674 - Representatives

Size: 2 | Purity: 100.00%

Cluster 673 - Representatives

Size: 2 | Purity: 100.00%

Cluster 672 - Representatives

Size: 2 | Purity: 50.00%

Cluster 671 - Representatives

Size: 2 | Purity: 100.00%

Cluster 670 - Representatives

Size: 2 | Purity: 100.00%

Cluster 669 - Representatives

Size: 2 | Purity: 50.00%

Cluster 682 - Representatives

Size: 2 | Purity: 50.00%

Cluster 615 - Representatives

Size: 2 | Purity: 100.00%

Cluster 614 - Representatives

Size: 2 | Purity: 100.00%

Cluster 613 - Representatives

Size: 2 | Purity: 100.00%

Cluster 612 - Representatives

Size: 2 | Purity: 50.00%

Cluster 611 - Representatives

Size: 2 | Purity: 50.00%

Cluster 610 - Representatives

Size: 2 | Purity: 50.00%

Cluster 609 - Representatives

Size: 2 | Purity: 100.00%

Cluster 608 - Representatives

Size: 2 | Purity: 100.00%

Cluster 607 - Representatives

Size: 2 | Purity: 100.00%

Cluster 606 - Representatives

Size: 2 | Purity: 100.00%

Cluster 605 - Representatives

Size: 2 | Purity: 100.00%

Cluster 604 - Representatives

Size: 2 | Purity: 50.00%

Cluster 616 - Representatives

Size: 2 | Purity: 100.00%

Cluster 602 - Representatives

Size: 2 | Purity: 100.00%

Cluster 601 - Representatives

Size: 2 | Purity: 100.00%

Cluster 600 - Representatives

Size: 2 | Purity: 100.00%

Cluster 599 - Representatives

Size: 2 | Purity: 100.00%

Cluster 598 - Representatives

Size: 2 | Purity: 50.00%

Cluster 597 - Representatives

Size: 2 | Purity: 100.00%

Cluster 596 - Representatives

Size: 2 | Purity: 100.00%

Cluster 595 - Representatives

Size: 2 | Purity: 100.00%

Cluster 594 - Representatives

Size: 2 | Purity: 100.00%

Cluster 593 - Representatives

Size: 2 | Purity: N/A

Cluster 592 - Representatives

Size: 2 | Purity: 100.00%

Cluster 591 - Representatives

Size: 2 | Purity: 100.00%

Cluster 590 - Representatives

Size: 2 | Purity: 100.00%

Cluster 603 - Representatives

Size: 2 | Purity: 100.00%

Cluster 641 - Representatives

Size: 2 | Purity: 100.00%

Cluster 640 - Representatives

Size: 2 | Purity: 100.00%

Cluster 639 - Representatives

Size: 2 | Purity: 100.00%

Cluster 638 - Representatives

Size: 2 | Purity: 50.00%

Cluster 637 - Representatives

Size: 2 | Purity: 100.00%

Cluster 636 - Representatives

Size: 2 | Purity: 100.00%

Cluster 635 - Representatives

Size: 2 | Purity: 50.00%

Cluster 634 - Representatives

Size: 2 | Purity: 100.00%

Cluster 633 - Representatives

Size: 2 | Purity: 100.00%

Cluster 632 - Representatives

Size: 2 | Purity: 50.00%

Cluster 631 - Representatives

Size: 2 | Purity: 100.00%

Cluster 630 - Representatives

Size: 2 | Purity: 100.00%

Cluster 629 - Representatives

Size: 2 | Purity: 100.00%

Cluster 617 - Representatives

Size: 2 | Purity: 100.00%

Cluster 618 - Representatives

Size: 2 | Purity: 100.00%

Cluster 771 - Representatives

Size: 2 | Purity: 100.00%

Cluster 619 - Representatives

Size: 2 | Purity: 100.00%

Cluster 620 - Representatives

Size: 2 | Purity: 100.00%

Cluster 621 - Representatives

Size: 2 | Purity: 100.00%

Cluster 622 - Representatives

Size: 2 | Purity: 100.00%

Cluster 623 - Representatives

Size: 2 | Purity: 100.00%

Cluster 624 - Representatives

Size: 2 | Purity: 100.00%

Cluster 625 - Representatives

Size: 2 | Purity: 100.00%

Cluster 626 - Representatives

Size: 2 | Purity: 100.00%

Cluster 627 - Representatives

Size: 2 | Purity: 100.00%

Cluster 628 - Representatives

Size: 2 | Purity: 100.00%

Random Match Examples (10 samples)

Click to expand

▶

Example 1: Sample 4476

Distribution

Matches

Example 2: Sample 4721

Distribution

Matches

Example 3: Sample 11599

Distribution

Matches

Example 4: Sample 689

Distribution

Matches

Example 5: Sample 4434

Distribution

Matches

Example 6: Sample 8476

Distribution

Matches

Example 7: Sample 11692

Distribution

Matches

Example 8: Sample 519

Distribution

Matches

Example 9: Sample 1207

Distribution

Matches

Example 10: Sample 3883

Distribution

Matches

Example 11: Sample 2471

Distribution

Matches

Example 12: Sample 1112

Distribution

Matches

Example 13: Sample 7196

Distribution

Matches

Example 14: Sample 9285

Distribution

Matches

Example 15: Sample 12076

Distribution

Matches

Example 16: Sample 6953

Distribution

Matches

Example 17: Sample 6903

Distribution

Matches

Example 18: Sample 10919

Distribution

Matches

Example 19: Sample 7586

Distribution

Matches

Example 20: Sample 8146

Distribution

Matches

Example 21: Sample 2453

Distribution

Matches

Example 22: Sample 10123

Distribution

Matches

Example 23: Sample 5535

Distribution

Matches

Example 24: Sample 1666

Distribution

Matches

Example 25: Sample 34

Distribution

Matches

Example 26: Sample 12242

Distribution

Matches

Example 27: Sample 2809

Distribution

Matches

Example 28: Sample 5488

Distribution

Matches

Example 29: Sample 4047

Distribution

Matches

Example 30: Sample 12968

Distribution

Matches

Hapax Nearest Neighbor Examples (10 samples)

Click to expand

▶

Hapax Example - Sample 5621

Hapax Example - Sample 988

Hapax Example - Sample 1267

Hapax Example - Sample 9391

Hapax Example - Sample 607

Hapax Example - Sample 9652

Hapax Example - Sample 7762

Hapax Example - Sample 5189

Hapax Example - Sample 8517

Hapax Example - Sample 7130

All Hapax (5082 items)

Click to expand

▶

帯

idx: 0

架

idx: 3

屋

idx: 4

瓦

idx: 9

屋

idx: 10

樓

idx: 11

閣

idx: 12

居

idx: 18

蘆

idx: 20

最

idx: 22

著

idx: 23

湛

idx: 26

萬

idx: 30

曠

idx: 32

都

idx: 34

猶

idx: 36

湄

idx: 39

沿

idx: 43

萬

idx: 46

國

idx: 47

數

idx: 51

深

idx: 55

潤

idx: 56

容

idx: 57

艋

idx: 59

城

idx: 63

皆

idx: 64

成

idx: 69

河

idx: 71

虫

idx: 83

虫

idx: 86

曼

idx: 91

六

idx: 92

湄

idx: 97

发

idx: 100

源

idx: 101

南

idx: 103

李

idx: 105

仙

idx: 106

把

idx: 107

边

idx: 108

至

idx: 111

大

idx: 114

滄

idx: 119

發

idx: 120

源

idx: 121

日

idx: 122

海

idx: 123

南

idx: 125

▯

idx: 140

粮

idx: 144

羅

idx: 152

國

idx: 153

国

idx: 154

西

idx: 155

缅

idx: 157

甸

idx: 158

隅

idx: 161

掌

idx: 164

地

idx: 166

東

idx: 184

界

idx: 185

越

idx: 186

南

idx: 188

臨

idx: 189

所

idx: 195

蓋

idx: 198

所

idx: 206

纪

idx: 209

环

idx: 214

南

idx: 219

土

idx: 225

處

idx: 232

长

idx: 236

閩

idx: 240

晉

idx: 242

廣

idx: 248

陸

idx: 252

路

idx: 253

广

idx: 258

諒

idx: 261

慎

idx: 263

四

idx: 267

省

idx: 268

澎

idx: 272

湖

idx: 273

蔡

idx: 275

進

idx: 276

廷

idx: 279

蘭

idx: 280

遭

idx: 288

飆

idx: 289

至

idx: 290

之

idx: 296

往

idx: 299

▯

idx: 303

正

idx: 304

此

idx: 307

船

idx: 313

曾

idx: 316

有

idx: 317

▯

idx: 319

做

idx: 321

造

idx: 322

面

idx: 327

仍

idx: 328

異

idx: 330

常

idx: 331

反

idx: 335

碎

idx: 339

敌

idx: 340

惟

idx: 345

钉

idx: 349

繫

idx: 356

引

idx: 359

慮

idx: 361

觸

idx: 364

礁

idx: 365

藉

idx: 367

中

idx: 369

国

idx: 370

各

idx: 371

海

idx: 377

厲

idx: 388

禁

idx: 389

商

idx: 390

船

idx: 391

▯

idx: 408

▯

idx: 411

▯

idx: 413

▯

idx: 415

曾

idx: 416

败

idx: 417

数

idx: 418

形

idx: 429

如

idx: 430

趋

idx: 435

湾

idx: 436

势

idx: 438

急

idx: 440

或

idx: 443

溜

idx: 444

湾

idx: 446

欧

idx: 448

罗

idx: 449

两

idx: 451

▯

idx: 455

▯

idx: 456

▯

idx: 459

▯

idx: 466

▯

idx: 468

▯

idx: 473

▯

idx: 478

建

idx: 481

都

idx: 486

其

idx: 488

之

idx: 491

细

idx: 496

亚

idx: 497

六

idx: 501

国

idx: 504

西

idx: 512

及

idx: 518

西

idx: 519

距

idx: 520

红

idx: 521

地

idx: 523

海

idx: 527

者

idx: 538

▯

idx: 541

冰

idx: 546

▯

idx: 549

▯

idx: 554

▯

idx: 555

▯

idx: 556

▯

idx: 557

▯

idx: 558

部

idx: 565

西

idx: 567

踵

idx: 576

部

idx: 577

猿

idx: 579

▯

idx: 582

印

idx: 592

度

idx: 593

西

idx: 595

阿

idx: 597

富

idx: 598

汗

idx: 599

干

idx: 600

俾

idx: 601

路

idx: 602

波

idx: 604

诸

idx: 606

回

idx: 607

阿

idx: 612

刺

idx: 613

伯

idx: 614

疆

idx: 615

疆

idx: 617

西

idx: 622

域

idx: 623

南

idx: 629

藏

idx: 632

廓

idx: 637

爾

idx: 638

南

idx: 640

緬

idx: 643

甸

idx: 644

掌

idx: 646

布

idx: 648

羣

idx: 657

島

idx: 658

▯

idx: 673

▯

idx: 677

▯

idx: 678

▯

idx: 680

▯

idx: 685

際

idx: 689

斯

idx: 692

境

idx: 695

海

idx: 699

藩

idx: 700

國

idx: 701

朝

idx: 703

内

idx: 716

蒙

idx: 718

都

idx: 721

新

idx: 722

疆

idx: 725

青

idx: 726

泰

idx: 728

員

idx: 742

取

idx: 749

▯

idx: 757

▯

idx: 759

買

idx: 768

诺

idx: 769

亚

idx: 789

道

idx: 791

歲

idx: 797

戊

idx: 799

申

idx: 800

福

idx: 804

鹿

idx: 805

澤

idx: 806

況

idx: 814

为

idx: 817

序

idx: 819

指

idx: 820

南

idx: 821

歸

idx: 824

他

idx: 827

策

idx: 830

影

idx: 832

即

idx: 836

南

idx: 841

之

idx: 842

我

idx: 844

道

idx: 846

▯

idx: 847

宀

idx: 848

京

idx: 851

矩

idx: 853

福

idx: 854

昔

idx: 856

周

idx: 859

世

idx: 861

越

idx: 862

装

idx: 863

贡

idx: 865

周

idx: 866

躇

idx: 870

满

idx: 871

志

idx: 872

不

idx: 873

遣

idx: 875

我

idx: 876

▯

idx: 879

圭

idx: 882

授

idx: 883

▯

idx: 886

▯

idx: 887

▯

idx: 889

▯

idx: 890

▯

idx: 891

▯

idx: 892

▯

idx: 895

欲

idx: 896

有

idx: 897

所

idx: 898

择

idx: 900

成

idx: 901

逮

idx: 909

靡

idx: 910

取

idx: 912

裁

idx: 913

觀

idx: 914

生

idx: 916

從

idx: 922

後

idx: 926

勤

idx: 927

商

idx: 929

務

idx: 931

西

idx: 935

國

idx: 937

良

idx: 946

澤

idx: 947

敏

idx: 949

襄

idx: 950

嘉

idx: 951

监

idx: 952

沿

idx: 954

海

idx: 955

▯

idx: 959

帝

idx: 962

潤

idx: 964

色

idx: 965

鴻

idx: 966

業

idx: 967

物

idx: 969

志

idx: 971

僻

idx: 976

壤

idx: 977

博

idx: 978

采

idx: 979

▯

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▯

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▯

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▯

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▯

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▯

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▯

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▯

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▯

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▯

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▯

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▯

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▯

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▯

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窪

idx: 1008

祕

idx: 1011

頒

idx: 1013

在

idx: 1014

學

idx: 1015

備

idx: 1017

窪

idx: 1023

蒲

idx: 1025

稽

idx: 1026

振

idx: 1027

古

idx: 1028

饕

idx: 1029

饼

idx: 1033

饷

idx: 1034

足

idx: 1035

補

idx: 1037

广

idx: 1040

速

idx: 1044

他

idx: 1045

徵

idx: 1052

實

idx: 1053

則

idx: 1054

繆

idx: 1055

生

idx: 1058

淵

idx: 1060

淵

idx: 1061

著

idx: 1062

材

idx: 1065

心

idx: 1067

證

idx: 1069

炯

idx: 1072

炳

idx: 1073

逸

idx: 1075

權

idx: 1078

亻

idx: 1079

爾

idx: 1081

滥

idx: 1083

觧

idx: 1084

稗

idx: 1086

亦

idx: 1090

憑

idx: 1099

穆

idx: 1101

乘

idx: 1104

駿

idx: 1106

周

idx: 1108

游

idx: 1109

極

idx: 1111

瑶

idx: 1113

載

idx: 1116

疆

idx: 1117

索

idx: 1118

详

idx: 1120

降

idx: 1121

所

idx: 1123

邪

idx: 1125

張

idx: 1126

樞

idx: 1128

椿

idx: 1129

貫

idx: 1130

塗

idx: 1131

紐

idx: 1132

夷

idx: 1134

經

idx: 1138

悄

idx: 1143

恍

idx: 1144

誕

idx: 1146

晉

idx: 1148

鄉

idx: 1151

離

idx: 1153

石

idx: 1156

梯

idx: 1159

穴

idx: 1161

尚

idx: 1163

限

idx: 1164

於

idx: 1165

挹

idx: 1166

妻

idx: 1167

觀

idx: 1169

咂

idx: 1170

維

idx: 1175

廣

idx: 1177

局

idx: 1179

蹲

idx: 1180

隅

idx: 1181

執

idx: 1182

管

idx: 1183

測

idx: 1184

蠡

idx: 1185

能

idx: 1188

臆

idx: 1189

度

idx: 1190

故

idx: 1193

把

idx: 1194

尼

idx: 1195

當

idx: 1198

波

idx: 1200

尔

idx: 1201

都

idx: 1202

噶

idx: 1203

▯

idx: 1206

▯

idx: 1209

▯

idx: 1211

国

idx: 1216

如

idx: 1219

瑞

idx: 1220

国

idx: 1221

瑞

idx: 1223

典

idx: 1224

嘎

idx: 1225

国

idx: 1226

嘎

idx: 1229

马

idx: 1230

西

idx: 1237

嘎

idx: 1238

聲

idx: 1239

家

idx: 1245

皆

idx: 1249

讀

idx: 1250

▯

idx: 1252

▯

idx: 1254

▯

idx: 1255

▯

idx: 1256

▯

idx: 1259

▯

idx: 1260

首

idx: 1267

读

idx: 1270

阿

idx: 1272

在

idx: 1273

爲

idx: 1278

訝

idx: 1279

々

idx: 1281

是

idx: 1285

葡

idx: 1290

卖

idx: 1295

内

idx: 1296

读

idx: 1298

如

idx: 1299

呢

idx: 1300

卖

idx: 1301

颊

idx: 1302

如

idx: 1303

美

idx: 1304

姑

idx: 1306

以

idx: 1308

纪

idx: 1309

孰

idx: 1315

地

idx: 1317

至

idx: 1319

屈

idx: 1324

昭

idx: 1328

如

idx: 1329

花

idx: 1330

旗

idx: 1331

首

idx: 1333

国

idx: 1334

牙

idx: 1339

所

idx: 1340

所

idx: 1343

數

idx: 1346

简

idx: 1347

語

idx: 1349

葡

idx: 1353

所

idx: 1355

雖

idx: 1359

備

idx: 1360

泰

idx: 1361

西

idx: 1362

國

idx: 1364

相

idx: 1368

所

idx: 1378

葡

idx: 1382

萄

idx: 1383

撒

idx: 1387

與

idx: 1388

無

idx: 1389

所

idx: 1393

言

idx: 1398

例

idx: 1403

混

idx: 1405

爲

idx: 1406

音

idx: 1407

刺

idx: 1409

拉

idx: 1411

▯

idx: 1418

▯

idx: 1420

突

idx: 1424

混

idx: 1426

西

idx: 1428

漢

idx: 1431

斯

idx: 1439

▯

idx: 1443

▯

idx: 1449

▯

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▯

idx: 1455

闕

idx: 1456

辨

idx: 1460

然

idx: 1461

亦

idx: 1462

不

idx: 1463

遍

idx: 1465

及

idx: 1466

尔

idx: 1472

设

idx: 1473

異

idx: 1489

訃

idx: 1491

於

idx: 1492

西

idx: 1495

訃

idx: 1503

高

idx: 1506

奢

idx: 1507

嘗

idx: 1509

西

idx: 1512

述

idx: 1515

文

idx: 1521

展

idx: 1523

转

idx: 1524

讹

idx: 1526

識

idx: 1532

波

idx: 1533

斯

idx: 1534

▯

idx: 1535

昭

idx: 1539

七

idx: 1546

西

idx: 1550

▯

idx: 1565

種

idx: 1571

漢

idx: 1575

益

idx: 1580

音

idx: 1584

兩

idx: 1587

國

idx: 1591

同

idx: 1593

國

idx: 1602

難

idx: 1604

異

idx: 1611

或

idx: 1618

邑

idx: 1620

惠

idx: 1622

被

idx: 1624

逮

idx: 1625

殺

idx: 1627

戚

idx: 1629

繼

idx: 1630

光

idx: 1631

劉

idx: 1632

顯

idx: 1633

大

idx: 1636

顯

idx: 1637

大

idx: 1639

顯

idx: 1641

俞

idx: 1642

大

idx: 1644

俞

idx: 1646

贼

idx: 1648

渠

idx: 1649

盡

idx: 1651

江

idx: 1653

餘

idx: 1655

黨

idx: 1656

趨

idx: 1657

閩

idx: 1658

肆

idx: 1661

殺

idx: 1662

掠

idx: 1663

破

idx: 1665

郡

idx: 1666

残

idx: 1669

胡

idx: 1671

督

idx: 1674

殲

idx: 1678

海

idx: 1680

俘

idx: 1681

麻

idx: 1682

葉

idx: 1683

汪

idx: 1686

務

idx: 1687

亟

idx: 1690

因

idx: 1691

文

idx: 1693

構

idx: 1694

死

idx: 1696

犯

idx: 1699

蘇

idx: 1700

松

idx: 1701

縣

idx: 1704

師

idx: 1705

材

idx: 1707

勇

idx: 1708

行

idx: 1712

斬

idx: 1716

而

idx: 1717

罷

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去

idx: 1719

張

idx: 1721

經

idx: 1722

渠

idx: 1725

魁

idx: 1726

奸

idx: 1727

烈

idx: 1734

並

idx: 1735

引

idx: 1736

騷

idx: 1742

动

idx: 1743

怂

idx: 1745

佐

idx: 1748

爭

idx: 1752

坐

idx: 1753

次

idx: 1754

仇

idx: 1756

肆

idx: 1759

杀

idx: 1760

掠

idx: 1761

台

idx: 1765

汪

idx: 1766

直

idx: 1767

迹

idx: 1769

嘉

idx: 1770

初

idx: 1772

國

idx: 1773

源

idx: 1775

義

idx: 1776

植

idx: 1777

幼

idx: 1778

閣

idx: 1779

羣

idx: 1784

設

idx: 1788

劉

idx: 1796

望

idx: 1802

斬

idx: 1803

敛

idx: 1810

備

idx: 1811

樂

idx: 1813

國

idx: 1816

源

idx: 1818

遣

idx: 1819

金

idx: 1823

印

idx: 1824

抄

idx: 1827

環

idx: 1830

太

idx: 1837

日

idx: 1838

良

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idx: 1884

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idx: 1992

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idx: 2020

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盒

idx: 12826

生

idx: 12828

滄

idx: 12829

雅

idx: 12830

兼

idx: 12833

文

idx: 12834

經

idx: 12840

濟

idx: 12841

炳

idx: 12842

燦

idx: 12843

裏

idx: 12845

肅

idx: 12846

清

idx: 12847

外

idx: 12849

禧

idx: 12850

福

idx: 12851

鑱

idx: 12853

哉

idx: 12856

沟

idx: 12857

建

idx: 12858

儀

idx: 12861

混

idx: 12862

隆

idx: 12864

軌

idx: 12865

四

idx: 12868

茹

idx: 12869

閒

idx: 12870

驍

idx: 12873

德

idx: 12875

所

idx: 12877

播

idx: 12878

帖

idx: 12879

▯

idx: 12880

▯

idx: 12881

▯

idx: 12882

▯

idx: 12887

▯

idx: 12888

▯

idx: 12890

▯

idx: 12891

▯

idx: 12892

▯

idx: 12893

▯

idx: 12894

▯

idx: 12895

走

idx: 12897

相

idx: 12898

望

idx: 12899

窮

idx: 12903

髮

idx: 12904

裸

idx: 12906

樵

idx: 12907

齿

idx: 12908

齧

idx: 12909

瞑

idx: 12910

国

idx: 12912

自

idx: 12913

隶

idx: 12915

属

idx: 12916

正

idx: 12918

朔

idx: 12919

岁

idx: 12920

时

idx: 12921

献

idx: 12923

职

idx: 12925

固

idx: 12929

马

idx: 12931

蹄

idx: 12932

蹄

idx: 12934

摩

idx: 12935

家

idx: 12937

骨

idx: 12939

鞍

idx: 12940

奠

idx: 12941

风

idx: 12942

▯

idx: 12943

囍

idx: 12944

洽

idx: 12945

罔

idx: 12946

内

idx: 12948

幅

idx: 12954

員

idx: 12955

廣

idx: 12957

超

idx: 12958

軻

idx: 12960

鮮

idx: 12963

▯

idx: 12969

▯

idx: 12970

▯

idx: 12971

夷

idx: 12976

蠲

idx: 12977

如

idx: 12980

義

idx: 12984

軒

idx: 12985

姬

idx: 12986

掌

idx: 12988

侯

idx: 12990

置

idx: 12993

尉

idx: 12994

母

idx: 12998

鬼

idx: 13000

順

idx: 13003

乾

idx: 13006

坤

idx: 13007

類

idx: 13008

皆

idx: 13009

亀

idx: 13011

括

idx: 13012

夏

idx: 13014

甄

idx: 13015

鎬

idx: 13016

坻

idx: 13017

坨

idx: 13018

勢

idx: 13020

故

idx: 13021

禹

idx: 13022

貢

idx: 13023

纪

idx: 13024

要

idx: 13025

荒

idx: 13026

周

idx: 13027

▯

idx: 13030

▯

idx: 13039

略

idx: 13043

德

idx: 13045

意

idx: 13046

所

idx: 13047

涵

idx: 13048

濡

idx: 13049

威

idx: 13050

灵

idx: 13051

所

idx: 13052

震

idx: 13053

译

idx: 13054

踵

idx: 13056

則

idx: 13057

確

idx: 13058

鑑

idx: 13059

彼

idx: 13064

轉

idx: 13067

此

idx: 13070

樸

idx: 13072

無

idx: 13077

漢

idx: 13080

俚

idx: 13087

俗

idx: 13088

敛

idx: 13093

頗

idx: 13105

明

idx: 13107

順

idx: 13108

然

idx: 13109

夸

idx: 13110

誕

idx: 13111

詭

idx: 13112

譎

idx: 13113

近

idx: 13120

如

idx: 13124

玛

idx: 13126

窦

idx: 13127

艾

idx: 13128

儒

idx: 13129

略

idx: 13130

南

idx: 13131

怀

idx: 13132

居

idx: 13138

士

idx: 13139

師

idx: 13140

習

idx: 13142

漢

idx: 13143

取

idx: 13145

材

idx: 13146

既

idx: 13147

雑

idx: 13148

復

idx: 13150

出

idx: 13153

某

idx: 13155

晤

idx: 13158

口

idx: 13165

述

idx: 13166

湊

idx: 13168

敷

idx: 13171

衍

idx: 13172

成

idx: 13173

期

idx: 13175

成

idx: 13177

段

idx: 13179

实

idx: 13185

間

idx: 13193

踵

idx: 13200

钞

idx: 13206

報

idx: 13210

新

idx: 13211

類

idx: 13215

俚

idx: 13223

俗

idx: 13224

西

idx: 13227

物

idx: 13236

産

idx: 13237

取

idx: 13241

西

idx: 13244

雜

idx: 13246

刻

idx: 13248

牵

idx: 13250

瀛

idx: 13252

凡

idx: 13254

類

idx: 13263

別

idx: 13265

庶

idx: 13275

幾

idx: 13276

畫

idx: 13278

羅

idx: 13285

厄

idx: 13297

麦

idx: 13306

尼

idx: 13311

額

idx: 13315

朗

idx: 13317

爾

idx: 13319

國

idx: 13322

如

idx: 13323

庇

idx: 13325

倫

idx: 13326

波

idx: 13332

波

idx: 13334

斯

idx: 13335

希

idx: 13338

腦

idx: 13339

猶

idx: 13346

拂

idx: 13352

篠

idx: 13353

利

idx: 13354

加

idx: 13355

前

idx: 13359

籍

idx: 13363

遡

idx: 13366

始

idx: 13371

俗

idx: 13380

附

idx: 13385

革

idx: 13388

阿

idx: 13395

墨

idx: 13400

越

idx: 13403

南

idx: 13404

逞

idx: 13405

罗

idx: 13406

缅

idx: 13407

以

idx: 13408

提

idx: 13412

的

idx: 13414

字

idx: 13419

网

idx: 13421

考

idx: 13425

藩

idx: 13428

隈

idx: 13429

聊

idx: 13431

藏

idx: 13433

拙

idx: 13434

爾

idx: 13435

軍

idx: 13439

撰

idx: 13446

止

idx: 13450

就

idx: 13451

見

idx: 13452

夏

idx: 13461

宛

idx: 13463

氏

idx: 13466

奄

idx: 13467

蔡

idx: 13468

諸

idx: 13469

國

idx: 13470

畹

idx: 13471

变

idx: 13473

乱

idx: 13477

如

idx: 13478

等

idx: 13479

丝

idx: 13480

近

idx: 13481

约

idx: 13484

尔

idx: 13488

給

idx: 13489

丹

idx: 13491

也

idx: 13492

兀

idx: 13493

史

idx: 13494

訣

idx: 13495

端

idx: 13498

灘

idx: 13502

斯

idx: 13503

康

idx: 13516

Clustering Sweep

Best Results per HOG Configuration

n_samples (gamma × epsilon) - hog_16_8_5

n_clusters_reference (gamma × epsilon) - hog_16_8_5

n_clusters_predicted (gamma × epsilon) - hog_16_8_5

adjusted_rand_index (gamma × epsilon) - hog_16_8_5

normalized_mutual_info (gamma × epsilon) - hog_16_8_5

adjusted_mutual_info (gamma × epsilon) - hog_16_8_5

fowlkes_mallows_index (gamma × epsilon) - hog_16_8_5

homogeneity (gamma × epsilon) - hog_16_8_5

completeness (gamma × epsilon) - hog_16_8_5

v_measure (gamma × epsilon) - hog_16_8_5

purity (gamma × epsilon) - hog_16_8_5

inverse_purity (gamma × epsilon) - hog_16_8_5

f1_score (gamma × epsilon) - hog_16_8_5

accuracy_optimal_match (gamma × epsilon) - hog_16_8_5

n_samples (gamma × epsilon) - hog_16_16_5

n_clusters_reference (gamma × epsilon) - hog_16_16_5

n_clusters_predicted (gamma × epsilon) - hog_16_16_5

adjusted_rand_index (gamma × epsilon) - hog_16_16_5

normalized_mutual_info (gamma × epsilon) - hog_16_16_5

adjusted_mutual_info (gamma × epsilon) - hog_16_16_5

fowlkes_mallows_index (gamma × epsilon) - hog_16_16_5

homogeneity (gamma × epsilon) - hog_16_16_5

completeness (gamma × epsilon) - hog_16_16_5

v_measure (gamma × epsilon) - hog_16_16_5

purity (gamma × epsilon) - hog_16_16_5

inverse_purity (gamma × epsilon) - hog_16_16_5

f1_score (gamma × epsilon) - hog_16_16_5

accuracy_optimal_match (gamma × epsilon) - hog_16_16_5

n_samples (gamma × epsilon) - hog_24_8_5

n_clusters_reference (gamma × epsilon) - hog_24_8_5

n_clusters_predicted (gamma × epsilon) - hog_24_8_5

adjusted_rand_index (gamma × epsilon) - hog_24_8_5

normalized_mutual_info (gamma × epsilon) - hog_24_8_5

adjusted_mutual_info (gamma × epsilon) - hog_24_8_5

fowlkes_mallows_index (gamma × epsilon) - hog_24_8_5

homogeneity (gamma × epsilon) - hog_24_8_5

completeness (gamma × epsilon) - hog_24_8_5

v_measure (gamma × epsilon) - hog_24_8_5

purity (gamma × epsilon) - hog_24_8_5

inverse_purity (gamma × epsilon) - hog_24_8_5

f1_score (gamma × epsilon) - hog_24_8_5

accuracy_optimal_match (gamma × epsilon) - hog_24_8_5

n_samples (gamma × epsilon) - hog_24_16_5

n_clusters_reference (gamma × epsilon) - hog_24_16_5

n_clusters_predicted (gamma × epsilon) - hog_24_16_5

adjusted_rand_index (gamma × epsilon) - hog_24_16_5

normalized_mutual_info (gamma × epsilon) - hog_24_16_5

adjusted_mutual_info (gamma × epsilon) - hog_24_16_5

fowlkes_mallows_index (gamma × epsilon) - hog_24_16_5

homogeneity (gamma × epsilon) - hog_24_16_5

completeness (gamma × epsilon) - hog_24_16_5

v_measure (gamma × epsilon) - hog_24_16_5

purity (gamma × epsilon) - hog_24_16_5

inverse_purity (gamma × epsilon) - hog_24_16_5

f1_score (gamma × epsilon) - hog_24_16_5

accuracy_optimal_match (gamma × epsilon) - hog_24_16_5

n_samples (gamma × epsilon) - hog_32_8_5

n_clusters_reference (gamma × epsilon) - hog_32_8_5

n_clusters_predicted (gamma × epsilon) - hog_32_8_5

adjusted_rand_index (gamma × epsilon) - hog_32_8_5

normalized_mutual_info (gamma × epsilon) - hog_32_8_5

adjusted_mutual_info (gamma × epsilon) - hog_32_8_5

fowlkes_mallows_index (gamma × epsilon) - hog_32_8_5

homogeneity (gamma × epsilon) - hog_32_8_5

completeness (gamma × epsilon) - hog_32_8_5

v_measure (gamma × epsilon) - hog_32_8_5

purity (gamma × epsilon) - hog_32_8_5

inverse_purity (gamma × epsilon) - hog_32_8_5

f1_score (gamma × epsilon) - hog_32_8_5

accuracy_optimal_match (gamma × epsilon) - hog_32_8_5

n_samples (gamma × epsilon) - hog_32_16_5

n_clusters_reference (gamma × epsilon) - hog_32_16_5

n_clusters_predicted (gamma × epsilon) - hog_32_16_5

adjusted_rand_index (gamma × epsilon) - hog_32_16_5

normalized_mutual_info (gamma × epsilon) - hog_32_16_5

adjusted_mutual_info (gamma × epsilon) - hog_32_16_5

fowlkes_mallows_index (gamma × epsilon) - hog_32_16_5

homogeneity (gamma × epsilon) - hog_32_16_5